Image Processing Projects For Final Year - Advanced Computer Vision
Image processing serves as a foundational pillar in modern computational research, focusing on the systematic enhancement and analysis of visual data through mathematical algorithms. The image processing projects for final year domain covers critical areas such as feature extraction, object recognition, and medical visualization, aligning with IEEE journal standards to address complex real-world challenges in digital interpretation.
Wisen proposed systems are designed to bridge the gap between theoretical frameworks and engineering-grade implementations by integrating state-of-the-art computer vision models. By following IEEE 2025–2026 research trends, we provide a structured environment for developing robust image processing projects that demonstrate strong technical rigor and experimental validation.
Image Processing Projects - 2025-2026 Titles
Wisen Code:IMP-25-0319 Published on: Nov 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: RNN/LSTM, CNN, Deep Neural Networks, Graph Neural Networks
Wisen Code:IMP-25-0321 Published on: Nov 2025
Base Paper Title:
Enhancing Kidney Tumor Segmentation in MRI Using Multi-Modal Medical Images With Transformers
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0322 Published on: Nov 2025
Base Paper Title:
Explainable AI for Brain Tumor Classification Using Cross-Gated Multi-Path Attention Fusion and Gate-Consistency Loss
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems, Predictive Analytics
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0320 Published on: Nov 2025
Base Paper Title:
Centralized Position Embeddings for Vision Transformers
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Two Stage Detection, CNN, Vision Transformer, Deep Neural Networks
Wisen Code:IMP-25-0318 Published on: Nov 2025
Base Paper Title:
Speckle Noise Reduction in SAR Images Using Rank Residual Constraint Regularization
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Denoising
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: Statistical Algorithms, Convex Optimization
Wisen Code:IMP-25-0317 Published on: Oct 2025
Base Paper Title:
HATNet: Hierarchical Attention Transformer With RS-CLIP Patch Tokens for Remote Sensing Image Captioning
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Captioning
NLP Task: Text Generation
Audio Task: None
Industries: Environmental & Sustainability, Smart Cities & Infrastructure, Government & Public Services, Agriculture & Food Tech
Applications: Remote Sensing
Algorithms: Text Transformer, Vision Transformer, Deep Neural Networks
Wisen Code:IMP-25-0299 Published on: Oct 2025
Base Paper Title:
Remote Sensing Image Object Detection Algorithm Based on DETR
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Smart Cities & Infrastructure, Government & Public Services, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0044 Published on: Oct 2025
Data Type: Multi Modal Data
AI/ML/DL Task: Generative Task
CV Task: Image Captioning
NLP Task: Text Classification
Audio Task: None
Industries: Smart Cities & Infrastructure, Government & Public Services
Applications: Content Generation
Algorithms: Single Stage Detection, CNN, Vision Transformer, AlgorithmArchitectureOthers
Wisen Code:IMP-25-0114 Published on: Oct 2025
Base Paper Title:
A Tile Surface Defect Detection Algorithm Based on Improved YOLO11
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0276 Published on: Oct 2025
Base Paper Title:
Automated Classification of User Exercise Poses in Virtual Reality Using Machine Learning-Based Human Pose Estimation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Pose Estimation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications:
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:IMP-25-0289 Published on: Oct 2025
Base Paper Title:
2.5D-UNet-HC: 2.5D-UNet Based on Hybrid Convolution for Prostate Ultrasound Image Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0033 Published on: Oct 2025
Base Paper Title:
MMIDNet: A Multilevel Mutual Information Disentanglement Network for Cross-Domain Infrared Small Target Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: Surveillance
Algorithms: Deep Neural Networks
Wisen Code:IMP-25-0248 Published on: Oct 2025
Base Paper Title:
RESRTDETR: Cross-Scale Feature Enhancement Based on Reparameterized Convolution and Channel Modulation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications:
Algorithms: Single Stage Detection, CNN, Vision Transformer
Wisen Code:IMP-25-0209 Published on: Oct 2025
Base Paper Title:
Automatic Explainable Segmentation of Abdominal Aortic Aneurysm From Computed Tomography Angiography
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Ensemble Learning
Wisen Code:IMP-25-0157 Published on: Oct 2025
Base Paper Title:
Transformer-Based DME Classification Using Retinal OCT Images Without Data Augmentation: An Evaluation of ViT-B16 and ViT-B32 With Optimizer Impact
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning, Vision Transformer
Wisen Code:IMP-25-0115 Published on: Oct 2025
Base Paper Title:
GA-UNet: Genetic Algorithm-Optimized Lightweight U-Net Architecture for Multi-Sequence Brain Tumor MRI Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0311 Published on: Oct 2025
Base Paper Title:
RFTransUNet: Res-Feature Cross Vision Transformer-Based UNet for Building Extraction From High-Resolution Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Smart Cities & Infrastructure
Applications: Decision Support Systems, Remote Sensing
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0208 Published on: Oct 2025
Base Paper Title:
Autonomous Road Defects Segmentation Using Transformer-Based Deep Learning Models With Custom Dataset
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: None
Algorithms: Single Stage Detection, CNN, Vision Transformer
Wisen Code:IMP-25-0032 Published on: Oct 2025
Base Paper Title:
SD-DETR: Space Debris Detection Transformer Based on Dynamic Convolutional Network and Cross-Scale Collaborative Attention
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: Surveillance
Algorithms: Single Stage Detection, CNN, Vision Transformer
Wisen Code:IMP-25-0066 Published on: Oct 2025
Base Paper Title:
DSCP-UNet: A Tunnel Crack Segmentation Algorithm Based on Lightweight Diminutive Size and Colossal Perception
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0034 Published on: Oct 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Dehazing
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0224 Published on: Oct 2025
Base Paper Title:
Spatial–Temporal Feature Interaction and Multiscale Frequency-Domain Fusion Network for Remote Sensing Change Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Anomaly Detection
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0154 Published on: Oct 2025
Base Paper Title:
Boosting the Performance of Image Restoration Models Through Training With Deep-Feature Auxiliary Guidance
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Denoising
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0142 Published on: Oct 2025
Base Paper Title:
CSD: Channel Selection Dropout for Regularization of Convolutional Neural Networks
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Residual Network
Wisen Code:IMP-25-0197 Published on: Sept 2025
Base Paper Title:
Encouraging Discriminative Attention Through Contrastive Explainability Learning for Lung Cancer Diagnosis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Anomaly Detection, Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0245 Published on: Sept 2025
Base Paper Title:
ESRVA: Enhanced Super-Resolution and Visual Annotation Model for Object-Level Image Interpretation Using Deep Learning
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Two Stage Detection, GAN, CNN
Wisen Code:IMP-25-0149 Published on: Sept 2025
Base Paper Title:
BWFNet: Bitemporal Wavelet Frequency Network for Change Detection in High-Resolution Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Environmental & Sustainability
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0123 Published on: Sept 2025
Base Paper Title:
Low-Similarity Client Sampling for Decentralized Federated Learning
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Federated Learning
Wisen Code:IMP-25-0272 Published on: Sept 2025
Base Paper Title:
Back and Forward Incremental Learning Through Knowledge Distillation for Object Detection Unmanned Aerial Vehicles
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: Surveillance
Algorithms: Transfer Learning, Residual Network
Wisen Code:IMP-25-0090 Published on: Sept 2025
Base Paper Title:
STMTNet: Spatio-Temporal Multiscale Triad Network for Cropland Change Detection in Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability, Government & Public Services
Applications: Decision Support Systems, Predictive Analytics
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0143 Published on: Sept 2025
Base Paper Title:
Innovative Methodology for Determining Basic Wood Density Using Multispectral Images and MAPIR RGNIR Camera
Data Type: Image Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Manufacturing & Industry 4.0, Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:IMP-25-0198 Published on: Sept 2025
Base Paper Title:
Copper and Aluminum Scrap Detection Model Based on Improved YOLOv11n
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Automotive, Manufacturing & Industry 4.0
Applications: Robotics
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0128 Published on: Sept 2025
Base Paper Title:
LSODNet: A Lightweight and Efficient Detector for Small Object Detection in Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0312 Published on: Sept 2025
Base Paper Title:
Anomaly Detection and Segmentation in Carotid Ultrasound Images Using Hybrid Stable AnoGAN
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Anomaly Detection
Algorithms: GAN, CNN, Variational Autoencoders, Autoencoders, Residual Network
Wisen Code:IMP-25-0291 Published on: Sept 2025
Base Paper Title:
Analyzing Lane Visibility Distance on Urban and Suburban Roads in Slovakia Under Various Weather Conditions Using a Single Camera
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Depth Estimation
NLP Task: None
Audio Task: None
Industries: None
Applications: Decision Support Systems
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0101 Published on: Sept 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0316
Published on: Sept 2025
Published on: Sept 2025Base Paper Title:
Enhanced Lesion Localization and Classification in Ocular Tumor Detection Using Grad-CAM and Transfer Learning
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning, Residual Network
Wisen Code:IMP-25-0012 Published on: Sept 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Predictive Analytics
Algorithms: CNN
Wisen Code:IMP-25-0112 Published on: Sept 2025
Base Paper Title:
Retinal Fusion Network with Contrastive Learning for Imbalanced Multi-Class Retinal Disease Recognition in FFA
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0195 Published on: Sept 2025
Base Paper Title:
Enhancing Coffee Leaf Disease Classification via Active Learning and Diverse Sample Selection
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech
Applications:
Algorithms: Vision Transformer, Deep Neural Networks
Wisen Code:IMP-25-0220 Published on: Sept 2025
Base Paper Title:
Multimodal SAM-Adapter for Semantic Segmentation
Data Type: Multi Modal Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Transfer Learning, Vision Transformer
Wisen Code:IMP-25-0250 Published on: Sept 2025
Base Paper Title:
A Fine-Grained Remote Sensing Classification Approach for Mine Development Land Types Based on the Integration of HRNet and DeepLabV3+
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing
Algorithms: Classical ML Algorithms, CNN
Wisen Code:IMP-25-0103 Published on: Sept 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Reconstruction
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: GAN, CNN
Wisen Code:IMP-25-0110 Published on: Sept 2025
Base Paper Title:
Improving Medical X-Ray Imaging Diagnosis With Attention Mechanisms and Robust Transfer Learning Techniques
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0152 Published on: Sept 2025
Base Paper Title:
Multiscale Feature Enhancement for Water Body Segmentation in High-Resolution Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability, Government & Public Services
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0255 Published on: Sept 2025
Base Paper Title:
Remote Sensing Image Dehazing Using Content-Driven State Space Modeling With Scale-Aware Aggregation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Dehazing
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0094 Published on: Sept 2025
Base Paper Title:
Prompt-Driven Multitask Learning With Task Tokens for ORSI Salient Object Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: Vision Transformer
Wisen Code:IMP-25-0026 Published on: Sept 2025
Base Paper Title:
GF-ResFormer: A Hybrid Gabor-Fourier ResNet-Transformer Network for Precise Semantic Segmentation of High-Resolution Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0037 Published on: Sept 2025
Base Paper Title:
HMSA-Net: A Hierarchical Multi-Scale Attention Network for Brain Tumor Segmentation From Multi-Modal MRI
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Residual Network, Ensemble Learning
Wisen Code:IMP-25-0264 Published on: Sept 2025
Base Paper Title:
Detection to Framework for Traffic Signs Using a Hybrid Approach
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: None
Algorithms: Two Stage Detection, Single Stage Detection, Vision Transformer
Wisen Code:IMP-25-0085 Published on: Sept 2025
Base Paper Title:
High-Accuracy Mapping of Coastal and Wetland Areas Using Multisensor Data Fusion and Deep Feature Learning
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
Wisen Code:IMP-25-0120 Published on: Sept 2025
Base Paper Title:
TANet: A Multi-Representational Attention Approach for Change Detection in Very High-Resolution Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability, Agriculture & Food Tech
Applications: Remote Sensing
Algorithms: GAN, CNN, Vision Transformer, Residual Network, Deep Neural Networks
Wisen Code:IMP-25-0266 Published on: Sept 2025
Base Paper Title:
Adaptive Fusion of LiDAR and Camera Data for Enhanced Precision in 3D Object Detection for Autonomous Driving
Data Type: Multi Modal Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0124 Published on: Sept 2025
Base Paper Title:
Gradient-Aware Directional Convolution With Kolmogorov Arnold Network-Enhanced Feature Fusion for Road Extraction
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Smart Cities & Infrastructure
Applications: Remote Sensing
Algorithms: CNN, Residual Network
Wisen Code:IMP-25-0151 Published on: Aug 2025
Base Paper Title:
Global Saturation-Value Translation Approach for Haze Removal in Urban Aerial Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Dehazing
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0251 Published on: Aug 2025
Base Paper Title:
Supervised Spatially Spectrally Coherent Local Linear Embedding—Wasserstein Graph Convolutional Network for Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Agriculture & Food Tech, Smart Cities & Infrastructure
Applications: None
Algorithms: Graph Neural Networks
Wisen Code:IMP-25-0241 Published on: Aug 2025
Base Paper Title:
Enhancing Worker Safety at Heights: A Deep Learning Model for Detecting Helmets and Harnesses Using DETR Architecture
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries:
Applications: Surveillance, Anomaly Detection
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0013 Published on: Aug 2025
Base Paper Title:
A Classifier Adaptation and Adversarial Learning Joint Framework for Cross-Scene Coastal Wetland Mapping on Hyperspectral Imagery
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: None
Algorithms: GAN, CNN, Autoencoders
Wisen Code:IMP-25-0051 Published on: Aug 2025
Base Paper Title:
RCM: A Novel Fire Detection Technique That Effectively Resists Interference in Complex Scenarios
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0018 Published on: Aug 2025
Base Paper Title:
An Improved Method for Zero-Shot Semantic Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Automotive, Healthcare & Clinical AI
Applications: Remote Sensing
Algorithms: Transfer Learning, Vision Transformer
Wisen Code:IMP-25-0122 Published on: Aug 2025
Base Paper Title:
Design of a CNN–Swin Transformer Model for Alzheimer’s Disease Prediction Using MRI Images
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems, Predictive Analytics
Algorithms: GAN, CNN, Vision Transformer
Wisen Code:IMP-25-0073 Published on: Aug 2025
Base Paper Title:
PPDM-YOLO: A Lightweight Algorithm for SAR Ship Image Target Detection in Complex Environments
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Logistics & Supply Chain
Applications: Surveillance, Remote Sensing
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0138 Published on: Aug 2025
Base Paper Title:
YOLOv8n-GSE: Efficient Steel Surface Defect Detection Method
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Single Stage Detection, CNN, Transfer Learning
Wisen Code:IMP-25-0286 Published on: Aug 2025
Base Paper Title:
Mitigating the Bias in the Model for Continual Test-Time Adaptation
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Government & Public Services, Automotive
Applications:
Algorithms: Residual Network
Wisen Code:IMP-25-0239 Published on: Aug 2025
Base Paper Title:
The Spatio-Temporal Weighted Adjustment Network for Remote Sensing Image Change Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: CNN, Residual Network
Wisen Code:IMP-25-0214 Published on: Aug 2025
Base Paper Title:
Efficient Object Detection in Large-Scale Remote Sensing Images via Situation-Aware Model
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: Two Stage Detection
Wisen Code:IMP-25-0102 Published on: Aug 2025
Base Paper Title:
Enhancing Industrial PCB and PCBA Defect Detection: An Efficient and Accurate SEConv-YOLO Approach
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries:
Applications:
Algorithms: Single Stage Detection
Wisen Code:IMP-25-0093 Published on: Aug 2025
Base Paper Title:
JDAWSL: Joint Domain Adaptation With Weight Self-Learning for Hyperspectral Few-Shot Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0052 Published on: Aug 2025
Base Paper Title:
FreqSpaceNet: Integrating Frequency and Spatial Domains for Remote Sensing Image Segmentation
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: CNN, Residual Network
Wisen Code:IMP-25-0078 Published on: Aug 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Automotive, Smart Cities & Infrastructure
Applications: Surveillance, Robotics, Decision Support Systems
Algorithms: Single Stage Detection, CNN, Residual Network
Wisen Code:IMP-25-0183 Published on: Aug 2025
Base Paper Title:
WU-Net: An Automatic and Lightweight Deep Learning Method for Water Body Extraction of Multispectral Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Government & Public Services, Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0194 Published on: Aug 2025
Base Paper Title:
ICDRF: Indian Coin Denomination Recognition Framework
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0155 Published on: Aug 2025
Base Paper Title:
Two-Stage Neural Network Pipeline for Kidney and Tumor Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: Single Stage Detection, CNN, Vision Transformer
Wisen Code:IMP-25-0298 Published on: Aug 2025
Base Paper Title:
A 3-D Block Stripe Noise Detection and Removal Method Based on Global Search Optimization and Dense Gabor Filters
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Denoising
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: Evolutionary Algorithms, Statistical Algorithms
Wisen Code:IMP-25-0193 Published on: Aug 2025
Base Paper Title:
Weighted Feature Fusion Network Based on Large Kernel Convolution and Transformer for Multi-Modal Remote Sensing Image Segmentation
Data Type: Multi Modal Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0178 Published on: Aug 2025
Base Paper Title:
A DNA-Level Convolutional Neural Network Based on Strand Displacement Reaction for Image Recognition
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0236 Published on: Aug 2025
Base Paper Title:
ATT-CR: Adaptive Triangular Transformer for Cloud Removal
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Reconstruction
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0040 Published on: Aug 2025
Base Paper Title:
Enhancing Long-Duration Multi-Person Tracking in Hospitality Settings Through Random-Skip Sub-Track Correction
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: E-commerce & Retail
Applications: Predictive Analytics, Surveillance
Algorithms: CNN, Statistical Algorithms
Wisen Code:IMP-25-0009 Published on: Aug 2025
Base Paper Title:
Improving Token-Based Object Detection With Video
Data Type: Video Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Text Transformer, Vision Transformer
Wisen Code:IMP-25-0310 Published on: Aug 2025
Base Paper Title:
SAFH-Net: A Hybrid Network With Shuffle Attention and Adaptive Feature Fusion for Enhanced Retinal Vessel Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems, Anomaly Detection
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0139 Published on: Aug 2025
Base Paper Title:
An Efficient Topology Construction Scheme Designed for Graph Neural Networks in Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: CNN, Graph Neural Networks
Wisen Code:IMP-25-0145 Published on: Aug 2025
Base Paper Title:
Toward Sustainable Agriculture: DPA-UNet for Semantic Segmentation of Landscapes Using Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0131 Published on: Aug 2025
Base Paper Title:
A Spatio-Temporal Attention Network With Multiframe Information for Infrared Small Target Detection
Data Type: Video Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services
Applications: None
Algorithms: RNN/LSTM, CNN
Wisen Code:IMP-25-0088 Published on: Aug 2025
Base Paper Title:
Self Attention GAN and SWIN Transformer-Based Pothole Detection With Trust Region-Based LSM and Hough Line Transform for 2D to 3D Conversion
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Automotive, Smart Cities & Infrastructure
Applications: Surveillance, Anomaly Detection
Algorithms: Single Stage Detection, GAN, Vision Transformer, Convex Optimization
Wisen Code:IMP-25-0011 Published on: Aug 2025
Base Paper Title:
Squeeze-SwinFormer: Spectral Squeeze and Excitation Swin Transformer Network for Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0063 Published on: Aug 2025
Base Paper Title:
LoFi: Neural Local Fields for Scalable Image Reconstruction
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Reconstruction
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0068 Published on: Aug 2025
Base Paper Title:
Neurological Disorder Recognition via Comprehensive Feature Fusion by Integrating Deep Learning and Texture Analysis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0106 Published on: Aug 2025
Base Paper Title:
LRFL-YOLO: A Large Receptive Field and Lightweight Model for Small Object Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0006 Published on: Jul 2025
Base Paper Title:
Learning With Partial-Label and Unlabeled Data: Contrastive With Negative Example Separation
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0232 Published on: Jul 2025
Base Paper Title:
Using Variational Autoencoders for Out of Distribution Detection in Histological Multiple Instance Learning
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Anomaly Detection
Algorithms: Variational Autoencoders, Autoencoders
Wisen Code:IMP-25-0262 Published on: Jul 2025
Base Paper Title:
Mapping Spatio-Temporal Dynamics of Offshore Targets Using SAR Images and Deep Learning
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Environmental & Sustainability, Logistics & Supply Chain
Applications: Remote Sensing
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0045 Published on: Jul 2025
Base Paper Title:
High Quality Dynamic Occlusion Computational Ghost Imaging Guided Through Conditional Diffusion Model
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Reconstruction
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Diffusion Models, Residual Network
Wisen Code:IMP-25-0308 Published on: Jul 2025
Base Paper Title:
XPolypNet: A U-Net-Based Model for Semantic Segmentation of Gastrointestinal Polyps With Explainable AI
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems, Predictive Analytics
Algorithms: CNN, Residual Network, Deep Neural Networks
Wisen Code:IMP-25-0043 Published on: Jul 2025
Base Paper Title:
YOLOv5-MDS: Target Detection Model for PCB Defect Inspection Based on YOLOv5 Integrated With Mamba Architecture
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0097 Published on: Jul 2025
Base Paper Title:
Data Quality Analyses for Automatic Aerial Thermography Inspection of PV Power Plants
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Visual Anomaly Detection
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Anomaly Detection
Algorithms: Single Stage Detection
Wisen Code:IMP-25-0031 Published on: Jul 2025
Base Paper Title:
Autism spectrum disorder detection using parallel DCNN with improved teaching learning optimization feature selection scheme
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN, Evolutionary Algorithms
Wisen Code:IMP-25-0203 Published on: Jul 2025
Base Paper Title:
Highlight Removal From Wireless Capsule Endoscopy Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Inpainting
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0140 Published on: Jul 2025
Base Paper Title:
Brain-Shapelet: A Framework for Capturing Instantaneous Abnormalities in Brain Activity for Autism Spectrum Disorder Diagnosis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems, Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0163 Published on: Jul 2025
Base Paper Title:
An Automated Method Inspired by Taxonomic Classification for Distinguishing Chilean Pelagic Fish Species
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Keypoint Detection
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Agriculture & Food Tech
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0048 Published on: Jul 2025
Base Paper Title:
DADSR: Degradation-Aware Diffusion Super-Resolution Model for Object-Level SAR Image
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Diffusion Models
Wisen Code:IMP-25-0036 Published on: Jul 2025
Base Paper Title:
SN360: Semantic and Surface Normal Cascaded Multi-Task 360 Monocular Depth Estimation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Depth Estimation
NLP Task: None
Audio Task: None
Industries: Media & Entertainment, Manufacturing & Industry 4.0, Smart Cities & Infrastructure, Logistics & Supply Chain
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0105 Published on: Jul 2025
Base Paper Title:
Depth Inversion Using SAR and Super-Resolution Enhancement: A Case Study on Case II Waters
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: GAN, CNN
Wisen Code:IMP-25-0225 Published on: Jul 2025
Base Paper Title:
Frequency Spectrum Adaptor for Remote Sensing Image–Text Retrieval
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Retrieval
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Government & Public Services
Applications: Information Retrieval, Remote Sensing
Algorithms: Transfer Learning, Vision Transformer, Statistical Algorithms
Wisen Code:IMP-25-0271 Published on: Jul 2025
Base Paper Title:
Attention-Based Dual-Knowledge Distillation for Alzheimer’s Disease Stage Detection Using MRI Scans
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Vision Transformer
Wisen Code:IMP-25-0166 Published on: Jul 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0170 Published on: Jul 2025
Base Paper Title:
A Temporal–Spatial–Spectral Fusion Framework for Coastal Wetland Mapping on Time-Series Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: RNN/LSTM, CNN, Vision Transformer
Wisen Code:IMP-25-0168 Published on: Jul 2025
Base Paper Title:
RFHS-RTDETR: Multi-Domain Collaborative Network With Hierarchical Feature Integration for UAV-Based Object Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0175 Published on: Jul 2025
Base Paper Title:
DB-Net: A Dual-Branch Hybrid Network for Stroke Lesion Segmentation on Non-Contrast CT Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0164 Published on: Jul 2025
Base Paper Title:
SuperCoT-X: Masked Hyperspectral Image Modeling With Diverse Superpixel-Level Contrastive Tokenizer
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: Vision Transformer
Wisen Code:IMP-25-0099 Published on: Jul 2025
Base Paper Title:
LS-YOLO: A Lightweight, Real-Time YOLO-Based Target Detection Algorithm for Autonomous Driving Under Adverse Environmental Conditions
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications:
Algorithms: Single Stage Detection
Wisen Code:IMP-25-0023 Published on: Jul 2025
Base Paper Title:
Spatio-Spectral Structure Tensor Total Variation for Hyperspectral Image Denoising and Destriping
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Denoising
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: Statistical Algorithms, Convex Optimization
Wisen Code:IMP-25-0021 Published on: Jul 2025
Base Paper Title:
PAdaptCD: Progressive Adaptive Thresholding and Bitemporal Image Augmentation for Semisupervised Change Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0134 Published on: Jul 2025
Base Paper Title:
DAM-Net: Domain Adaptation Network With Microlabeled Fine-Tuning for Change Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Environmental & Sustainability, Smart Cities & Infrastructure
Applications: Remote Sensing
Algorithms: GAN, CNN, Vision Transformer
Wisen Code:IMP-25-0314 Published on: Jul 2025
Base Paper Title:
Transformer-Guided Serial Knowledge Distillation for High-Precision Anomaly Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Visual Anomaly Detection
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Manufacturing & Industry 4.0, Healthcare & Clinical AI
Applications: Anomaly Detection
Algorithms: CNN, Transfer Learning, Autoencoders, Vision Transformer
Wisen Code:IMP-25-0019 Published on: Jun 2025
Base Paper Title:
HyCoViT: Hybrid Convolution Vision Transformer With Dynamic Dropout for Enhanced Medical Chest X-Ray Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0129 Published on: Jun 2025
Base Paper Title:
DFC-Net: Dual-Branch Collaborative Feature Enhancement for Cloud Detection in Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0077 Published on: Jun 2025
Base Paper Title:
Fine-Scale Small Water Body Uncovered by GF-2 Remote Sensing and Multifeature Deep Learning Model
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Government & Public Services, Smart Cities & Infrastructure
Applications: Remote Sensing
Algorithms: CNN
Wisen Code:IMP-25-0235 Published on: Jun 2025
Base Paper Title:
Multisensor Remote Sensing and Advanced Image Processing for Integrated Assessment of Geological Structure and Environmental Dynamics
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Government & Public Services, Agriculture & Food Tech
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0001 Published on: Jun 2025
Base Paper Title:
FR-CapsNet: Enhancing Low-Resolution Image Classification via Frequency Routed Capsules
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0306 Published on: Jun 2025
Base Paper Title:
Energy-Efficient SAR Coherent Change Detection Based on Deep Multithreshold Spiking-UNet
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Smart Cities & Infrastructure
Applications: Surveillance, Remote Sensing
Algorithms: Classical ML Algorithms, CNN, Residual Network, Deep Neural Networks
Wisen Code:IMP-25-0301 Published on: Jun 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: CNN, Vision Transformer, Ensemble Learning
Wisen Code:IMP-25-0160 Published on: Jun 2025
Base Paper Title:
Hyperspectral Pansharpening Enhanced With Multi-Image Super-Resolution for PRISMA Data
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: CNN, Vision Transformer, Deep Neural Networks, Graph Neural Networks
Wisen Code:IMP-25-0003 Published on: Jun 2025
Base Paper Title:
Enhancing Water Bodies Detection in the Highland and Coastal Zones Through Multisensor Spectral Data Fusion and Deep Learning
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0049 Published on: Jun 2025
Base Paper Title:
Enhancing Hyperspectral Images Compressive Sensing Reconstruction With Smooth Low-Rankness Joint Gradient Sparsity
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Reconstruction
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0282 Published on: Jun 2025
Base Paper Title:
Novel Efficient Steel Surface Defect Detection Model Based on ConvNeXt v2 and Squeeze Aggregated Excitation Attention
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications:
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0227 Published on: Jun 2025
Base Paper Title:
CSCP-YOLO: A Lightweight and Efficient Algorithm for Real-Time Steel Surface Defect Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: CNN, Residual Network, Deep Neural Networks
Wisen Code:IMP-25-0200 Published on: Jun 2025
Base Paper Title:
Radio Frequency Sensing–Based Human Emotion Identification by Leveraging 2D Transformation Techniques and Deep Learning Models
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems, Remote Sensing
Algorithms: CNN, Transfer Learning, Residual Network
Wisen Code:IMP-25-0136 Published on: Jun 2025
Base Paper Title:
Multi-Scale Information Interaction and Feature Pyramid Network for Salient Object Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0158 Published on: Jun 2025
Base Paper Title:
An Improved Fault Diagnosis Strategy for Induction Motors Using Weighted Probability Ensemble Deep Learning
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Visual Anomaly Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection, Predictive Analytics
Algorithms: CNN, Ensemble Learning
Wisen Code:IMP-25-0074 Published on: Jun 2025
Base Paper Title:
TMAR: 3-D Transformer Network via Masked Autoencoder Regularization for Hyperspectral Sharpening
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: CNN, Autoencoders, Vision Transformer, Residual Network
Wisen Code:IMP-25-0206 Published on: Jun 2025
Base Paper Title:
Consistency Preserved Nonuniform Scattering Removal for Wide-Swath Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Dehazing
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0302 Published on: Jun 2025
Data Type: Video Data
AI/ML/DL Task: Classification Task
CV Task: Video Action Recognition
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: RNN/LSTM, Graph Neural Networks
Wisen Code:IMP-25-0017 Published on: Jun 2025
Base Paper Title:
Transfer Learning Between Sentinel-1 Acquisition Modes Enhances the Few-Shot Segmentation of Natural Oil Slicks in the Arctic
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Transfer Learning, Vision Transformer, Residual Network, Deep Neural Networks
Wisen Code:IMP-25-0204 Published on: Jun 2025
Base Paper Title:
Attention-Enhanced CNN for High-Performance Deepfake Detection: A Multi-Dataset Study
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Social Media & Communication Platforms, Government & Public Services, Media & Entertainment
Applications: Anomaly Detection
Algorithms: CNN, Autoencoders, Vision Transformer
Wisen Code:IMP-25-0283 Published on: Jun 2025
Base Paper Title:
Descriptor: Manually Annotated CT Dataset of Lung Lobes in COVID-19 and Cancer Patients (LOCCA)
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: None
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0268 Published on: Jun 2025
Base Paper Title:
FUSCANet: Enhancing Skin Disease Classification Through Feature Fusion and Spatial-Channel Attention Mechanisms
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0027 Published on: Jun 2025
Base Paper Title:
Learning Frequency-Aware Spatial Attention by Reconstructing Images With Different Frequency Responses
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0016 Published on: Jun 2025
Base Paper Title:
Evaluation of Post Hoc Uncertainty Quantification Approaches for Flood Detection From SAR Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Ensemble Learning
Wisen Code:IMP-25-0300 Published on: Jun 2025
Base Paper Title:
Hierarchical Multi-Scale Patch Attention and Global Feature-Adaptive Fusion for Robust Occluded Face Recognition
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Face Recognition
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Healthcare & Clinical AI
Applications: Surveillance
Algorithms: CNN, Residual Network
Wisen Code:IMP-25-0260 Published on: Jun 2025
Base Paper Title:
PlantHealthNet: Transformer-Enhanced Hybrid Models for Disease Diagnosis and Severity Estimation in Agriculture
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech
Applications: Decision Support Systems, Predictive Analytics
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0275 Published on: Jun 2025
Base Paper Title:
A Fusion Strategy for High-Accuracy Multilayer Soil Moisture Downscaling and Mapping
Data Type: Image Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Government & Public Services, Environmental & Sustainability
Applications: Remote Sensing, Predictive Analytics
Algorithms: CNN, Ensemble Learning
Wisen Code:IMP-25-0087 Published on: Jun 2025
Base Paper Title:
Multisensor Fusion and Deep Learning Approaches for Semantic Segmentation of Glacial Lakes: A Comparative Study for Coastal Hydrology Applications
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0089 Published on: Jun 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0028 Published on: May 2025
Base Paper Title:
Global Structural Knowledge Distillation for Semantic Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0060 Published on: May 2025
Base Paper Title:
Improved YOLOv5-Based Radar Object Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services
Applications: None
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0046 Published on: May 2025
Base Paper Title:
MMTraP: Multi-Sensor Multi-Agent Trajectory Prediction in BEV
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Manufacturing & Industry 4.0
Applications: Predictive Analytics
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0072 Published on: May 2025
Base Paper Title:
Selective Intensity Ensemble Classifier (SIEC): A Triple-Threshold Strategy for Microscopic Malaria Cell Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: CNN, Ensemble Learning
Wisen Code:IMP-25-0070 Published on: May 2025
Base Paper Title:
Lightweight and Accurate YOLOv7-Based Ensembles With Knowledge Distillation for Urinary Sediment Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Single Stage Detection, Ensemble Learning
Wisen Code:IMP-25-0071 Published on: May 2025
Base Paper Title:
HistoDX: Revolutionizing Breast Cancer Diagnosis Through Advanced Imaging Techniques
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0030 Published on: May 2025
Base Paper Title:
A Hybrid Deep Learning Framework for Early-Stage Alzheimer’s Disease Classification From Neuro-Imaging Biomarkers
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Ensemble Learning
Wisen Code:IMP-25-0242 Published on: May 2025
Base Paper Title:
Deformable Feature Fusion and Accurate Anchors Prediction for Lightweight SAR Ship Detector Based on Dynamic Hierarchical Model Pruning
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services
Applications: None
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0111 Published on: May 2025
Base Paper Title:
Computationally Enhanced UAV-Based Real-Time Pothole Detection Using YOLOv7-C3ECA-DSA Algorithm
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Logistics & Supply Chain, Smart Cities & Infrastructure
Applications: Anomaly Detection, Decision Support Systems
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0080 Published on: May 2025
Base Paper Title:
Advanced Leaf Classification Using Multi-Layer Perceptron for Smart Crop Management
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0210 Published on: May 2025
Base Paper Title:
Cancer Cell Classification From Peripheral Blood Smear Data Using the YOLOv8 Architecture
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0238 Published on: May 2025
Base Paper Title:
The Application of Kalman Filter Algorithm in Rail Transit Signal Safety Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Telecommunications
Applications: Anomaly Detection, Surveillance, Wireless Communication
Algorithms: Single Stage Detection, CNN, Statistical Algorithms, Deep Neural Networks
Wisen Code:IMP-25-0022 Published on: May 2025
Base Paper Title:
Row-Column Decoupled Loss: A Probability-Based Geometric Similarity Framework for Aerial Micro-Target Detection
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Two Stage Detection, Single Stage Detection
Wisen Code:IMP-25-0180 Published on: May 2025
Base Paper Title:
Estimation of Forest Aboveground Biomass Using Multitemporal Quad-Polarimetric PALSAR-2 SAR Data by Model-Free Decomposition Approach in Planted Forest
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:IMP-25-0191 Published on: May 2025
Base Paper Title:
Enhancing Food Security With High-Quality Land-Use and Land-Cover Maps: A Local Model Approach
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Environmental & Sustainability, Smart Cities & Infrastructure, Agriculture & Food Tech
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0217 Published on: May 2025
Base Paper Title:
MEIS-YOLO: Improving YOLOv11 for Efficient Aerial Object Detection with Lightweight Design
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Government & Public Services
Applications: Surveillance, Remote Sensing
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0218 Published on: May 2025
Base Paper Title:
DeepSeqCoco: A Robust Mobile Friendly Deep Learning Model for Detection of Diseases in Cocos Nucifera
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech
Applications: None
Algorithms: CNN, Transfer Learning
Wisen Code:IMP-25-0226 Published on: May 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0233 Published on: May 2025
Base Paper Title:
Enhancing Fabric Defect Detection With Attention Mechanisms and Optimized YOLOv8 Framework
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0002 Published on: May 2025
Base Paper Title:
R-YOLO: Enhancing Takeoff/Landing Safety in UAM Vertiports With Deep Learning Model
Data Type: None
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Automotive
Applications: Surveillance
Algorithms: RNN/LSTM, Single Stage Detection
Wisen Code:IMP-25-0064 Published on: May 2025
Base Paper Title:
BD-WNet: Boundary Decoupling-Based W-Shape Network for Road Segmentation in Optical Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Logistics & Supply Chain, Government & Public Services
Applications: Remote Sensing
Algorithms: CNN, Residual Network
Wisen Code:IMP-25-0075 Published on: May 2025
Base Paper Title:
ITT: Long-Range Spatial Dependencies for Sea Ice Semantic Segmentation
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0084 Published on: May 2025
Base Paper Title:
A Novel Context-Aware Feature Pyramid Networks With Kolmogorov-Arnold Modeling and XAI Framework for Robust Lung Cancer Detection
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0213 Published on: May 2025
Base Paper Title:
Self- and Cross-Attention Enhanced Transformer for Visible and Thermal Infrared Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Agriculture & Food Tech
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0205 Published on: May 2025
Base Paper Title:
An Integrated Sample-Free Method for Agricultural Field Delineation From High-Resolution Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Agriculture & Food Tech
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0167 Published on: May 2025
Base Paper Title:
Assessing the Detection Capabilities of RGB and Infrared Models for Robust Occluded and Unoccluded Pedestrian Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Smart Cities & Infrastructure
Applications: Decision Support Systems
Algorithms: Two Stage Detection, CNN
Wisen Code:IMP-25-0290 Published on: May 2025
Base Paper Title:
A Novel Hybrid Architecture With Fast Lightweight Encoder and Transformer Under Attention Fusion for the Enhancement of Sand Dust and Haze Image Restoration
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Dehazing
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0086 Published on: May 2025
Base Paper Title:
A Hierarchical Feature Fusion and Dynamic Collaboration Framework for Robust Small Target Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries:
Applications:
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0041 Published on: May 2025
Base Paper Title:
Defect Detection Algorithm for Electrical Substation Equipment Based on Improved YOLOv10n
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Smart Cities & Infrastructure
Applications: Surveillance, Predictive Analytics, Anomaly Detection
Algorithms: CNN, Residual Network, Deep Neural Networks
Wisen Code:IMP-25-0061 Published on: May 2025
Base Paper Title:
Emotion-Based Music Recommendation System Integrating Facial Expression Recognition and Lyrics Sentiment Analysis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Media & Entertainment, Healthcare & Clinical AI
Applications: Personalization, Recommendation Systems
Algorithms: CNN, Text Transformer
Wisen Code:IMP-25-0119 Published on: May 2025
Base Paper Title:
Fused YOLO and Traditional Features for Emotion Recognition From Facial Images of Tamil and Russian Speaking Children: A Cross-Cultural Study
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Marketing & Advertising Tech
Applications:
Algorithms: Classical ML Algorithms, Single Stage Detection, Ensemble Learning
Wisen Code:IMP-25-0199 Published on: May 2025
Base Paper Title:
Corrections to “Research on Underwater Small Target Detection Technology Based on Single-Stage USSTD-YOLOv8n”
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0259 Published on: May 2025
Base Paper Title:
Osteosarcoma CT Image Segmentation Based on OSCA-TransUnet Model
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0273 Published on: May 2025
Base Paper Title:
Dam Crack Instance Segmentation Algorithm Based on Improved YOLOv8
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Smart Cities & Infrastructure, Government & Public Services
Applications: None
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0252 Published on: May 2025
Data Type: Image Data
AI/ML/DL Task: Regression Task
CV Task: Depth Estimation
NLP Task: None
Audio Task: None
Industries: None
Applications: Predictive Analytics
Algorithms: None
Wisen Code:IMP-25-0156 Published on: May 2025
Base Paper Title:
TuSegNet: A Transformer-Based and Attention-Enhanced Architecture for Brain Tumor Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0107 Published on: May 2025
Base Paper Title:
Improved YOLOv8 Algorithm was Used to Segment Cucumber Seedlings Under Complex Artificial Light Conditions
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech
Applications: None
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0113 Published on: May 2025
Base Paper Title:
M$^{2}$Convformer: Multiscale Masked Hybrid Convolution-Transformer Network for Hyperspectral Image Super-Resolution
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: CNN, Autoencoders, Vision Transformer
Wisen Code:IMP-25-0117 Published on: May 2025
Base Paper Title:
MultiSHTM: Multi-Level Attention Enabled Bi-Directional Model for the Summarization of Chart Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Captioning
NLP Task: Summarization
Audio Task: None
Industries: None
Applications: Content Generation
Algorithms: RNN/LSTM, CNN
Wisen Code:IMP-25-0007 Published on: May 2025
Base Paper Title:
An Efficient Encoding Spectral Information in Hyperspectral Images for Transfer Learning of Mask R-CNN for Instance Segmentation of Tomato Sepals
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Logistics & Supply Chain, Agriculture & Food Tech
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, Two Stage Detection, CNN
Wisen Code:IMP-25-0042 Published on: May 2025
Base Paper Title:
A Weighted Low-Rank and Sparse Constraint-Based Multichannel Radar Forward-Looking Imaging Method
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Convex Optimization
Wisen Code:IMP-25-0137 Published on: May 2025
Base Paper Title:
High-Performance Lung Disease Identification and Explanation Using a ReciproCAM-Enhanced Lightweight Convolutional Neural Network
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning
Wisen Code:IMP-25-0234 Published on: May 2025
Base Paper Title:
Contextual Tomographic SAR Denoising Approach for Estimating Scatterers’ Height and Deformation Velocity
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Denoising
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: Statistical Algorithms
Wisen Code:IMP-25-0281 Published on: May 2025
Base Paper Title:
Enhancing Bounding Box Regression for Object Detection: Dimensional Angle Precision IoU-Loss
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Two Stage Detection, Single Stage Detection, CNN
Wisen Code:IMP-25-0269 Published on: May 2025
Base Paper Title:
Statistical Performance Evaluation of the Deep Learning Architectures Over Body Fluid Cytology Images
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0126 Published on: May 2025
Base Paper Title:
MulFF-Net: A Domain-Aware Multiscale Feature Fusion Network for Breast Ultrasound Image Segmentation With Radiomic Applications
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning
Wisen Code:IMP-25-0082 Published on: May 2025
Base Paper Title:
Real-Time Object Detection Using Low-Resolution Thermal Camera for Smart Ventilation Systems
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications:
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0014 Published on: May 2025
Base Paper Title:
Hybrid Dual-Input Model for Respiratory Sound Classification With Mel Spectrogram and Waveform
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Audio Classification
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0050 Published on: May 2025
Base Paper Title:
Sign Language Recognition—Dataset Cleaning for Robust Word Classification in a Landmark-Based Approach
Data Type: Video Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Education & EdTech, Healthcare & Clinical AI
Applications: None
Algorithms: RNN/LSTM
Wisen Code:IMP-25-0244 Published on: May 2025
Base Paper Title:
A Two-Stage U-Net Framework for Interactive Segmentation of Lung Nodules in CT Scans
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0177 Published on: Apr 2025
Base Paper Title:
A Computer Vision and Point Cloud-Based Monitoring Approach for Automated Construction Tasks Using Full-Scale Robotized Mobile Cranes
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Smart Cities & Infrastructure
Applications: Decision Support Systems
Algorithms: Single Stage Detection
Wisen Code:IMP-25-0293 Published on: Apr 2025
Base Paper Title:
A Dual-Purpose Microwave-Optical Component for Wireless Capsule Endoscopy: A Feasibility Study by Radio Link Analysis
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Wireless Communication
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0132 Published on: Apr 2025
Base Paper Title:
CASSNet: Cross-Attention Enhanced Spectral–Spatial Interaction Network for Hyperspectral Image Super-Resolution
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: CNN
Wisen Code:IMP-25-0190 Published on: Apr 2025
Base Paper Title:
Peduncle Detection of Ripe Strawberry to Localize Picking Point Using DF-Mask R-CNN and Monocular Depth
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech
Applications:
Algorithms: Two Stage Detection, CNN
Wisen Code:IMP-25-0148 Published on: Apr 2025
Base Paper Title:
Graph-Aware Multimodal Deep Learning for Classification of Diabetic Retinopathy Images
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning, Graph Neural Networks
Wisen Code:IMP-25-0065 Published on: Apr 2025
Base Paper Title:
kLCRNet: Fast Road Network Extraction via Keypoint-Driven Local Connectivity Exploration
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0062 Published on: Apr 2025
Base Paper Title:
NetraAadhaar: A Deep Learning-Driven Aadhaar Verification Platform for the Aid of Visually Impaired
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Optical Character Recognition (OCR)
NLP Task: None
Audio Task: Text-to-Speech
Industries: Government & Public Services
Applications:
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0076 Published on: Apr 2025
Base Paper Title:
Benchmarking Deep Learning for Wetland Mapping in Denmark Using Remote Sensing Data
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0315 Published on: Apr 2025
Published on: Apr 2025Base Paper Title:
BorB: A Novel Image Segmentation Technique for Improving Plant Disease Classification With Deep Learning Models
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech
Applications: Predictive Analytics
Algorithms: CNN, Transfer Learning, Residual Network
Wisen Code:IMP-25-0237 Published on: Apr 2025
Base Paper Title:
Swin Transformer and Momentum Contrast (MoCo) in Leukemia Diagnostics: A New Paradigm in AI-Driven Blood Cell Cancer Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Vision Transformer
Wisen Code:IMP-25-0309 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0307 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Smart Cities & Infrastructure
Applications: Remote Sensing
Algorithms: RNN/LSTM, CNN, Deep Neural Networks
Wisen Code:IMP-25-0059 Published on: Apr 2025
Base Paper Title:
iYOLOV7-TPE-SS: Leveraging Improved YOLO Model With Multilevel Hyperparameter Optimization for Road Damage Detection on Edge Devices
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: None
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0277 Published on: Apr 2025
Base Paper Title:
Retinal Image Analysis for Heart Disease Risk Prediction: A Deep Learning Approach
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems, Predictive Analytics
Algorithms: CNN, Transfer Learning
Wisen Code:IMP-25-0055 Published on: Apr 2025
Base Paper Title:
Spectral-Spatial Collaborative Pretraining Framework With Multiconstraint Cooperation for Hyperspectral–Multispectral Image Fusion
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: None
Applications: Remote Sensing
Algorithms: CNN, Transfer Learning
Wisen Code:IMP-25-0215 Published on: Apr 2025
Base Paper Title:
Intraoperative Surgical Navigation and Instrument Localization Using a Supervised Learning Transformer Network
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0069 Published on: Apr 2025
Base Paper Title:
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Retrieval
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Information Retrieval
Algorithms: Transfer Learning, Vision Transformer, Residual Network
Wisen Code:IMP-25-0067 Published on: Apr 2025
Base Paper Title:
A Super-Resolution Approach for Image Resizing of Infant Fingerprints With Vision Transformers
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Vision Transformer
Wisen Code:IMP-25-0020 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Manufacturing & Industry 4.0
Applications: None
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0229 Published on: Apr 2025
Base Paper Title:
An Automated Framework of Superpixels-Saliency Map and Gated Recurrent Unit Deep Convolutional Neural Network for Land Cover and Crops Disease Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: RNN/LSTM, CNN
Wisen Code:IMP-25-0184 Published on: Apr 2025
Base Paper Title:
Enhancing Situational Awareness: Anomaly Detection Using Real-Time Video Across Multiple Domains
Data Type: Video Data
AI/ML/DL Task: None
CV Task: Visual Anomaly Detection
NLP Task: None
Audio Task: None
Industries: Education & EdTech, Government & Public Services, Agriculture & Food Tech
Applications: Anomaly Detection
Algorithms: Two Stage Detection, Single Stage Detection, CNN
Wisen Code:IMP-25-0169 Published on: Apr 2025
Base Paper Title:
A Two-Stream Deep Learning Framework for Robust Coral Reef Health Classification: Insights and Interpretability
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0304 Published on: Apr 2025
Base Paper Title:
A Blur-Score-Guided Region Selection Method for Airborne Aircraft Detection in Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Remote Sensing
Algorithms: Two Stage Detection, Single Stage Detection, CNN, Vision Transformer
Wisen Code:IMP-25-0096 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Education & EdTech, Healthcare & Clinical AI, Marketing & Advertising Tech
Applications: None
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:IMP-25-0079 Published on: Apr 2025
Base Paper Title:
Forest Fire Detection Based on Enhanced Feature Information Capture and Long-Range Dependency
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Environmental & Sustainability
Applications: Anomaly Detection, Decision Support Systems
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0005 Published on: Apr 2025
Base Paper Title:
A Transfer Learning Approach for Landslide Semantic Segmentation Based on Visual Foundation Model
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: CNN, Transfer Learning, Vision Transformer
Wisen Code:IMP-25-0038 Published on: Apr 2025
Base Paper Title:
A Fallback Localization Algorithm for Automated Vehicles Based on Object Detection and Tracking
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0182 Published on: Apr 2025
Base Paper Title:
UAV High-Speed Target Reconnaissance and Deblurring
Data Type: Image Data
AI/ML/DL Task: Generative Task
CV Task: Image Deblurring
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: GAN
Wisen Code:IMP-25-0296 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Smart Cities & Infrastructure, Agriculture & Food Tech
Applications:
Algorithms: Vision Transformer
Wisen Code:IMP-25-0054 Published on: Apr 2025
Base Paper Title:
Performance Evaluation of Image Super-Resolution for Cavity Detection in Irradiated Materials
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: None
Algorithms: Two Stage Detection, Single Stage Detection, GAN, CNN
Wisen Code:IMP-25-0192 Published on: Apr 2025
Base Paper Title:
Satellite Image Inpainting With Edge-Conditional Expectation Attention
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Inpainting
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Vision Transformer
Wisen Code:IMP-25-0150 Published on: Apr 2025
Base Paper Title:
CD-STMamba: Toward Remote Sensing Image Change Detection With Spatio-Temporal Interaction Mamba Model
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0147 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0187 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications:
Algorithms: Classical ML Algorithms, CNN, Vision Transformer
Wisen Code:IMP-25-0253 Published on: Apr 2025
Base Paper Title:
Enhanced Multi-Pill Detection and Recognition Using VFI Augmentation and Auto-Labeling for Limited Single-Pill Data
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Manufacturing & Industry 4.0
Applications:
Algorithms: Single Stage Detection, CNN, Diffusion Models
Wisen Code:IMP-25-0185 Published on: Mar 2025
Base Paper Title:
Deep Fusion of Neurophysiological and Facial Features for Enhanced Emotion Detection
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications:
Algorithms: RNN/LSTM, Text Transformer, Vision Transformer, Deep Neural Networks
Wisen Code:IMP-25-0162 Published on: Mar 2025
Base Paper Title:
MR Spatiospectral Reconstruction Integrating Subspace Modeling and Self-Supervised Spatiotemporal Denoising
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Denoising
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Convex Optimization
Wisen Code:IMP-25-0265 Published on: Mar 2025
Base Paper Title:
MFDAFF-Net: Multiscale Frequency-Aware and Dual Attention-Guided Feature Fusion Network for UAV Imagery Object Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: Surveillance, Remote Sensing
Algorithms: Single Stage Detection, CNN, Residual Network
Wisen Code:IMP-25-0243 Published on: Mar 2025
Base Paper Title:
Winograd Transform-Based Fast Detection of Heart Disease Using ECG Signals and Chest X-Ray Images
Data Type: Multi Modal Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Ensemble Learning
Wisen Code:IMP-25-0091 Published on: Mar 2025
Base Paper Title:
Efficient-Proto-Caps: A Parameter-Efficient and Interpretable Capsule Network for Lung Nodule Characterization
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0109 Published on: Mar 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Visual Content Synthesis
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Graph Neural Networks
Wisen Code:IMP-25-0121 Published on: Mar 2025
Base Paper Title:
Integrating Random Forest With Boundary Enhancement for Mapping Crop Planting Structure at the Parcel Level From Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech
Applications:
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
Wisen Code:IMP-25-0010 Published on: Mar 2025
Base Paper Title:
ESFormer: A Pillar-Based Object Detection Method Based on Point Cloud Expansion Sampling and Optimised Swin Transformer
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Smart Cities & Infrastructure, Logistics & Supply Chain
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0188 Published on: Mar 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Government & Public Services, Manufacturing & Industry 4.0
Applications: None
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0297 Published on: Mar 2025
Base Paper Title:
Handwritten Amharic Character Recognition Through Transfer Learning: Integrating CNN Models and Machine Learning Classifiers
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Optical Character Recognition (OCR)
NLP Task: None
Audio Task: None
Industries: Education & EdTech, Government & Public Services
Applications: Information Retrieval
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
Wisen Code:IMP-25-0221 Published on: Mar 2025
Base Paper Title:
YOLO-GCOF: A Lightweight Low-Altitude Drone Detection Model
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services
Applications: None
Algorithms: Single Stage Detection
Wisen Code:IMP-25-0222 Published on: Mar 2025
Base Paper Title:
Adaptive Token Mixer for Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Agriculture & Food Tech
Applications: None
Algorithms: Classical ML Algorithms, CNN
Wisen Code:IMP-25-0127 Published on: Mar 2025
Base Paper Title:
Real-Time Long-Wave Infrared Semantic Segmentation With Adaptive Noise Reduction and Feature Fusion
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Automotive, Manufacturing & Industry 4.0, Government & Public Services
Applications: Surveillance, Robotics
Algorithms: CNN, Residual Network
Wisen Code:IMP-25-0118 Published on: Mar 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0179 Published on: Mar 2025
Base Paper Title:
Cross-Modality Object Detection Based on DETR
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Automotive
Applications: Surveillance, Remote Sensing
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0258 Published on: Mar 2025
Base Paper Title:
Vehicle-to-Infrastructure Multi-Sensor Fusion (V2I-MSF) With Reinforcement Learning Framework for Enhancing Autonomous Vehicle Perception
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications:
Algorithms: Single Stage Detection, CNN, Reinforcement Learning
Wisen Code:IMP-25-0173 Published on: Mar 2025
Base Paper Title:
Constructing a Lightweight Fire and Smoke Detection Through the Improved GhostNet Architecture and Attention Module Mechanism
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Smart Cities & Infrastructure, Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0202 Published on: Mar 2025
Base Paper Title:
Optimizing Stroke Recognition With MediaPipe and Machine Learning: An Explainable AI Approach for Facial Landmark Analysis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:IMP-25-0098 Published on: Mar 2025
Base Paper Title:
Tongue Image Segmentation Method Based on the VDAU-Net Model
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning
Wisen Code:IMP-25-0081 Published on: Mar 2025
Base Paper Title:
Edge-YOLO: Lightweight Multi-Scale Feature Extraction for Industrial Surface Inspection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Two Stage Detection, Single Stage Detection, CNN, Deep Neural Networks
Wisen Code:IMP-25-0216 Published on: Mar 2025
Base Paper Title:
Cross-Modal Semantic Relations Enhancement With Graph Attention Network for Image-Text Matching
Data Type: Multi Modal Data
AI/ML/DL Task: None
CV Task: Image Retrieval
NLP Task: Paraphrase / Semantic Similarity
Audio Task: None
Industries: None
Applications: Information Retrieval
Algorithms: Graph Neural Networks
Wisen Code:IMP-25-0144 Published on: Mar 2025
Base Paper Title:
Transforming Highway Safety With Autonomous Drones and AI: A Framework for Incident Detection and Emergency Response
Data Type: Video Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: Text Generation
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure
Applications: Anomaly Detection, Decision Support Systems
Algorithms: Single Stage Detection, Text Transformer, Vision Transformer
Wisen Code:IMP-25-0186 Published on: Mar 2025
Base Paper Title:
A Novel Hybrid Model for Brain Ischemic Stroke Detection Using Feature Fusion and Convolutional Block Attention Module
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Anomaly Detection, Decision Support Systems
Algorithms: CNN, Transfer Learning
Wisen Code:IMP-25-0280 Published on: Mar 2025
Base Paper Title:
DAF-Net: Dual-Aperture Feature Fusion Network for Aircraft Detection on Complex-Valued SAR Image
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Government & Public Services
Applications: Surveillance
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0287 Published on: Mar 2025
Base Paper Title:
DUAL-GDFQ: A Dual-Generator, Dual-Phase Learning Approach for Data-Free Quantization
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: GAN, CNN
Wisen Code:IMP-25-0292 Published on: Mar 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Denoising
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0116 Published on: Mar 2025
Base Paper Title:
Enhanced Nighttime Vehicle Detection for On-Board Processing
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0083 Published on: Mar 2025
Base Paper Title:
Near Miss Detection Using Distancing Monitoring and Distance-Based Proximal Indicators
Data Type: Video Data
AI/ML/DL Task: Classification Task
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0053 Published on: Mar 2025
Base Paper Title:
Cross-Scale Transformer-Based Matching Network for Generalizable Person Re-Identification
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications: Surveillance
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0146 Published on: Mar 2025
Base Paper Title:
Estimation of Road Pavement Surface Conditions via Time Series of Satellite Synthetic Aperture Radar Images
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0207 Published on: Mar 2025
Base Paper Title:
Optimized Epoch Selection Ensemble: Integrating Custom CNN and Fine-Tuned MobileNetV2 for Malimg Dataset Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Telecommunications, Government & Public Services
Applications: Anomaly Detection
Algorithms: CNN, Transfer Learning, Ensemble Learning
Wisen Code:IMP-25-0029 Published on: Mar 2025
Base Paper Title:
Autonomous Aerial Vehicle Object Detection Based on Spatial Perception and Multiscale Semantic and Detail Feature Fusion
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Government & Public Services, Smart Cities & Infrastructure
Applications: None
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0313 Published on: Mar 2025
Base Paper Title:
Vision Foundation Model Guided Multimodal Fusion Network for Remote Sensing Semantic Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0047 Published on: Mar 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Optical Character Recognition (OCR)
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Smart Cities & Infrastructure
Applications:
Algorithms: RNN/LSTM, Single Stage Detection, CNN, Text Transformer
Wisen Code:IMP-25-0295 Published on: Feb 2025
Base Paper Title:
Integrate the Temporal Scheme for Unsupervised Video Summarization via Attention Mechanism
Data Type: Video Data
AI/ML/DL Task: None
CV Task: None
NLP Task: Summarization
Audio Task: None
Industries: Social Media & Communication Platforms, Healthcare & Clinical AI, Education & EdTech, Media & Entertainment, Government & Public Services
Applications: Information Retrieval
Algorithms: RNN/LSTM, GAN, Variational Autoencoders, Vision Transformer
Wisen Code:IMP-25-0228 Published on: Feb 2025
Base Paper Title:
FRORS: An Effective Fine-Grained Retrieval Framework for Optical Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Retrieval
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Government & Public Services
Applications: Information Retrieval
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0159 Published on: Feb 2025
Base Paper Title:
A Comparative Study of Image Processing Techniques for Javanese Ancient Manuscripts Enhancement
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Denoising
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Education & EdTech
Applications: None
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0176 Published on: Feb 2025
Base Paper Title:
DAFDM: A Discerning Deep Learning Model for Active Fire Detection Based on Landsat-8 Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Government & Public Services
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0161 Published on: Feb 2025
Base Paper Title:
Design of Enhanced License Plate Information Recognition Algorithm Based on Environment Perception
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Optical Character Recognition (OCR)
NLP Task: None
Audio Task: None
Industries: Automotive, Smart Cities & Infrastructure
Applications: Surveillance
Algorithms: Single Stage Detection, CNN, Vision Transformer
Wisen Code:IMP-25-0274 Published on: Feb 2025
Base Paper Title:
Self-DSNet: A Novel Self-ONNs Based Deep Learning Framework for Multimodal Driving Distraction Detection
Data Type: Multi Modal Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries:
Applications: Anomaly Detection, Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0247 Published on: Feb 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Logistics & Supply Chain, Environmental & Sustainability
Applications: Remote Sensing, Surveillance
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0231 Published on: Feb 2025
Base Paper Title:
High Precision Infant Facial Expression Recognition by Improved YOLOv8
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Single Stage Detection, CNN, Vision Transformer
Wisen Code:IMP-25-0024 Published on: Feb 2025
Base Paper Title:
Explainable Mapping of the Irregular Land Use Parcel With a Data Fusion Deep-Learning Model
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure
Applications:
Algorithms: Classical ML Algorithms, Vision Transformer
Wisen Code:IMP-25-0108 Published on: Feb 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0058 Published on: Feb 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN, Diffusion Models
Wisen Code:IMP-25-0223 Published on: Feb 2025
Base Paper Title:
Enhancing Breast Cancer Diagnosis With Bidirectional Recurrent Neural Networks: A Novel Approach for Histopathological Image Multi-Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: RNN/LSTM, CNN
Wisen Code:IMP-25-0279 Published on: Feb 2025
Base Paper Title:
LEU3: An Attention Augmented-Based Model for Acute Lymphoblastic Leukemia Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0267 Published on: Feb 2025
Base Paper Title:
Transformative Transfer Learning for MRI Brain Tumor Precision: Innovative Insights
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0261 Published on: Feb 2025
Base Paper Title:
Online Hand Gesture Recognition Using Semantically Interpretable Attention Mechanism
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Media & Entertainment, Manufacturing & Industry 4.0
Applications: Robotics
Algorithms: RNN/LSTM, CNN, Graph Neural Networks
Wisen Code:IMP-25-0092 Published on: Feb 2025
Base Paper Title:
ELTrack: Events-Language Description for Visual Object Tracking
Data Type: Multi Modal Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: Feature Extraction
Audio Task: None
Industries: Manufacturing & Industry 4.0, Smart Cities & Infrastructure
Applications: None
Algorithms: CNN, Text Transformer, Vision Transformer
Wisen Code:IMP-25-0039 Published on: Feb 2025
Base Paper Title:
A Single-Stage Photovoltaic Module Defect Detection Method Based on Optimized YOLOv8
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0035 Published on: Feb 2025
Base Paper Title:
Estimating Near-Surface Air Temperature From Satellite-Derived Land Surface Temperature Using Temporal Deep Learning: A Comparative Analysis
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: Predictive Analytics, Remote Sensing
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN
Wisen Code:IMP-25-0263 Published on: Feb 2025
Base Paper Title:
GLF-NET: Global and Local Dynamic Feature Fusion Network for Real-Time Steel Strip Surface Defect Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0025 Published on: Feb 2025
Base Paper Title:
Human Pose Estimation and Event Recognition via Feature Extraction and Neuro-Fuzzy Classifier
Data Type: Video Data
AI/ML/DL Task: Classification Task
CV Task: Pose Estimation
NLP Task: None
Audio Task: None
Industries: Media & Entertainment, Government & Public Services
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0004 Published on: Feb 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Government & Public Services
Applications: Decision Support Systems
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0125 Published on: Feb 2025
Base Paper Title:
Attention Enhanced InceptionNeXt-Based Hybrid Deep Learning Model for Lung Cancer Detection
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0130 Published on: Feb 2025
Base Paper Title:
AEFFNet: Attention Enhanced Feature Fusion Network for Small Object Detection in UAV Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Smart Cities & Infrastructure
Applications: Remote Sensing, Surveillance
Algorithms: Single Stage Detection, CNN, Residual Network, Deep Neural Networks
Wisen Code:IMP-25-0135 Published on: Feb 2025
Base Paper Title:
Vehicle Detection and Tracking Based on Improved YOLOv8
Data Type: Video Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: None
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0181 Published on: Feb 2025
Base Paper Title:
An Inverted Residual Cross Head Knowledge Distillation Network for Remote Sensing Scene Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Agriculture & Food Tech, Government & Public Services, Smart Cities & Infrastructure
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0249 Published on: Feb 2025
Base Paper Title:
Design of an Integrated Model for Video Summarization Using Multimodal Fusion and YOLO for Crime Scene Analysis
Data Type: Video Data
AI/ML/DL Task: None
CV Task: Video Summarization
NLP Task: None
Audio Task: None
Industries: Government & Public Services
Applications: Surveillance
Algorithms: Single Stage Detection, CNN, Reinforcement Learning
Wisen Code:IMP-25-0246 Published on: Jan 2025
Base Paper Title:
Ultrasound Segmentation Using Semi-Supervised Learning: Application in Point-of-Care Sarcopenia Assessment
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0165 Published on: Jan 2025
Base Paper Title:
Automatic Segmentation of Asphalt Cracks on Highways After Large-Scale and Severe Earthquakes Using Deep Learning-Based Approaches
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0294 Published on: Jan 2025
Base Paper Title:
SqueezeSlimU-Net: An Adaptive and Efficient Segmentation Architecture for Real-Time UAV Weed Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: CNN, Residual Network, Deep Neural Networks
Wisen Code:IMP-25-0270 Published on: Jan 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech
Applications: Robotics
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0056 Published on: Jan 2025
Base Paper Title:
Knowledge Distillation in Object Detection for Resource-Constrained Edge Computing
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Smart Cities & Infrastructure
Applications:
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0240 Published on: Jan 2025
Base Paper Title:
DCKD: Distribution-Corrected Knowledge Distillation for Enhanced Industrial Defect Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Single Stage Detection
Wisen Code:IMP-25-0257 Published on: Jan 2025
Base Paper Title:
CenterNet-Elite: A Small Object Detection Model for Driving Scenario
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications:
Algorithms: Single Stage Detection, CNN
Wisen Code:IMP-25-0285 Published on: Jan 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
Wisen Code:IMP-25-0303 Published on: Jan 2025
Base Paper Title:
Multiscale Feature Fusion for Salient Object Detection of Strip Steel Surface Defects
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries:
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0196 Published on: Jan 2025
Base Paper Title:
Multi-Modal Social Media Analytics: A Sentiment Perception-Driven Framework in Nanjing Districts
Data Type: Multi Modal Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Smart Cities & Infrastructure, Government & Public Services
Applications: Decision Support Systems
Algorithms: CNN, Text Transformer, Ensemble Learning
Wisen Code:IMP-25-0095 Published on: Jan 2025
Base Paper Title:
UVtrack: Multi-Modal Indoor Seamless Localization Using Ultra-Wideband Communication and Vision Sensors
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Telecommunications
Applications: Surveillance, Wireless Communication
Algorithms: Single Stage Detection, CNN, Statistical Algorithms
Wisen Code:IMP-25-0256 Published on: Jan 2025
Base Paper Title:
EMSNet: Efficient Multimodal Symmetric Network for Semantic Segmentation of Urban Scene From Remote Sensing Imagery
Data Type: Multi Modal Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Smart Cities & Infrastructure, Government & Public Services
Applications: None
Algorithms: CNN, Transfer Learning, Vision Transformer
Wisen Code:IMP-25-0008 Published on: Jan 2025
Base Paper Title:
Unsupervised Image Super-Resolution for High-Resolution Satellite Imagery via Omnidirectional Real-to-Synthetic Domain Translation
Data Type: Image Data
AI/ML/DL Task: Generative Task
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure, Environmental & Sustainability
Applications: None
Algorithms: GAN, CNN
Wisen Code:IMP-25-0104 Published on: Jan 2025
Base Paper Title:
Improving Autonomous Vehicle Cognitive Robustness in Extreme Weather With Deep Learning and Thermal Camera Fusion
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0174 Published on: Jan 2025
Base Paper Title:
Hybrid Intersection Over Union Loss for a Robust Small Object Detection in Low-Light Conditions
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Two Stage Detection, CNN
Wisen Code:IMP-25-0171 Published on: Jan 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: Vision Transformer
Wisen Code:IMP-25-0305 Published on: Jan 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: CNN, Deep Neural Networks
Wisen Code:IMP-25-0141 Published on: Jan 2025
Base Paper Title:
Satellite-Based Forest Stand Detection Using Artificial Intelligence
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing
Algorithms: Two Stage Detection, CNN
Wisen Code:IMP-25-0100 Published on: Jan 2025
Data Type: Multi Modal Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech
Applications: Predictive Analytics
Algorithms: RNN/LSTM
Wisen Code:IMP-25-0278 Published on: Jan 2025
Base Paper Title:
Transformer-Based Person Detection in Paired RGB-T Aerial Images With VTSaR Dataset
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries:
Applications: Surveillance
Algorithms: Vision Transformer
Wisen Code:IMP-25-0133 Published on: Jan 2025
Base Paper Title:
Application of CRNN and OpenGL in Intelligent Landscape Design Systems Utilizing Internet of Things, Explainable Artificial Intelligence, and Drone Technology
Data Type: Multi Modal Data
AI/ML/DL Task: Generative Task
CV Task: Image Generation
NLP Task: None
Audio Task: None
Industries: Media & Entertainment, Smart Cities & Infrastructure
Applications: Image Synthesis
Algorithms: RNN/LSTM, CNN
Wisen Code:IMP-25-0057 Published on: Jan 2025
Base Paper Title:
Transformer-Based Multi-Player Tracking and Skill Recognition Framework for Volleyball Analytics
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Video Action Recognition
NLP Task: None
Audio Task: None
Industries: Media & Entertainment
Applications: None
Algorithms: Single Stage Detection, CNN, Vision Transformer
Wisen Code:IMP-25-0219 Published on: Jan 2025
Base Paper Title:
Detection and Classification Method for Early-Stage Colorectal Cancer Using Dyadic Wavelet Packet Transform
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0211 Published on: Jan 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability, Smart Cities & Infrastructure
Applications: Remote Sensing
Algorithms: CNN, Vision Transformer, Deep Neural Networks
Wisen Code:IMP-25-0201 Published on: Jan 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Agriculture & Food Tech, Government & Public Services, Smart Cities & Infrastructure
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0230 Published on: Jan 2025
Base Paper Title:
Always Clear Days: Degradation Type and Severity Aware All-in-One Adverse Weather Removal
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Denoising
NLP Task: None
Audio Task: None
Industries: Automotive
Applications: Surveillance
Algorithms: Autoencoders
Wisen Code:IMP-25-0189 Published on: Jan 2025
Base Paper Title:
Task-Decoupled Learning Strategies for Optimized Multiclass Object Detection From VHR Optical Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0015 Published on: Jan 2025
Base Paper Title:
Multiscale Adapter Based on SAM for Remote Sensing Semantic Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing
Algorithms: Vision Transformer
Wisen Code:IMP-25-0254 Published on: Jan 2025
Base Paper Title:
FedDrip: Federated Learning With Diffusion-Generated Synthetic Image
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Diffusion Models
Wisen Code:IMP-25-0212 Published on: Jan 2025
Base Paper Title:
EfficientNet-b0-Based 3D Quantification Algorithm for Rectangular Defects in Pipelines
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Manufacturing & Industry 4.0
Applications: Predictive Analytics, Anomaly Detection
Algorithms: Transfer Learning
Wisen Code:IMP-25-0288 Published on: Jan 2025
Base Paper Title:
RMHA-Net: Robust Optic Disc and Optic Cup Segmentation Based on Residual Multiscale Feature Extraction With Hybrid Attention Networks
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Autoencoders
Wisen Code:IMP-25-0284 Published on: Jan 2025
Base Paper Title:
An Improved Correlation Filtering Method for Tracking Maritime Small Targets of GF-4 Staring Satellite Sequence Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Surveillance, Decision Support Systems
Algorithms: Statistical Algorithms
Wisen Code:IMP-25-0172 Published on: Jan 2025
Base Paper Title:
Unsupervised Visual-to-Geometric Feature Reconstruction for Vision-Based Industrial Anomaly Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Autoencoders, Vision Transformer, Graph Neural Networks
Wisen Code:IMP-25-0153 Published on: Nov 2024
Base Paper Title:
Real-time recognition and translation of Kinyarwanda sign language into Kinyarwanda text
Data Type: Video Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems, Predictive Analytics
Algorithms: RNN/LSTM
Image Processing Final Year Projects - Key Algorithm Used
YOLOv11 (2024):
An advanced iteration of the real-time object detection paradigm focusing on enhanced multi-scale feature fusion, making it highly suitable for image processing projects for final year that require high-speed inference and precise localization in IEEE-aligned research pipelines.
Hybrid CNN–Transformer Architectures (2024):
Hybrid models integrate convolutional feature extraction with transformer-based contextual reasoning, improving robustness and generalization across complex image analysis tasks commonly explored in image processing projects literature.
Vision Transformer-Based Image Analysis (2021):
Transformer-driven image processing architectures employ self-attention mechanisms to model global visual context, enabling scalable representation learning and evaluation-ready system design aligned with IEEE research practices for image processing final year projects.
EfficientNet-B7 (2019):
Utilizes compound scaling to balance depth, width, and resolution for optimized feature extraction, and is widely cited in IEEE journals for achieving high accuracy with reduced computational overhead in experimental setups.
U-Net++ (2018):
A nested U-Net architecture designed for fine-grained medical image segmentation tasks. Its architectural significance is validated through rigorous experimental setups in biomedical imaging research reported across image processing IEEE projects publications.
Deep Residual Networks (ResNet) (2015):
Addresses the vanishing gradient problem in deep vision pipelines through the implementation of skip connections, remaining a primary benchmark methodology for image classification across IEEE research.
Generative Adversarial Networks (GANs) (2014):
Employed for high-fidelity image synthesis and restoration tasks within modern system architectures, these models are fundamental to IEEE research areas focusing on super-resolution and data augmentation pipelines.
Image Processing IEEE Projects - Wisen TMER-V Methodology
T — Task What primary task (& extensions, if any) does the IEEE journal address?
- Image Processing research tasks focus on systematic visual data analysis under controlled and real-world conditions relevant to image processing projects for final year.
- Tasks are defined at a domain level to ensure reproducibility, scalability, and evaluation consistency across studies.
- Image enhancement and restoration tasks addressing noise, blur, and resolution variations
- Image segmentation and object delineation under varying illumination and scale
- Feature extraction and representation learning for visual recognition
- Image classification and detection with benchmark-driven evaluation
M — Method What IEEE base paper algorithm(s) or architectures are used to solve the task?
- IEEE-aligned Image Processing methods emphasize algorithmic rigor and modular pipeline design commonly adopted in image processing projects.
- Methodological families are selected based on their suitability for quantitative evaluation and comparative analysis.
- Convolutional and attention-based visual representation learning
- Hybrid modeling combining local and global feature reasoning
- Graph-structured and probabilistic formulations for relational modeling
- Multi-stage processing pipelines integrating preprocessing and inference
E — Enhancement What enhancements are proposed to improve upon the base paper algorithm?
- Enhancement strategies improve robustness, generalization, and evaluation stability across image processing final year projects.
- IEEE literature reports enhancement patterns that are reusable across multiple image processing tasks.
- Multi-scale feature integration for improved spatial representation
- Attention-based refinement for contextual consistency
- Hybrid architectural combinations for balanced performance
- Uncertainty-aware modeling to enhance reliability
R — Results Why do the enhancements perform better than the base paper algorithm?
- Domain-level results emphasize measurable performance gains validated through standardized protocols in image processing ieee projects.
- Improvements are reported in terms of accuracy, robustness, and computational efficiency.
- Consistent accuracy improvements across benchmark datasets
- Reduced error rates under noisy or complex visual conditions
- Improved generalization across datasets and task variations
- Stable convergence and reproducible experimental outcomes
V — Validation How are the enhancements scientifically validated?
- Validation practices in Image Processing research follow strict IEEE evaluation standards.
- Experimental setups prioritize reproducibility, comparability, and metric-driven assessment.
- Benchmark dataset evaluation with standardized splits
- Quantitative metrics such as accuracy, precision, recall, and error measures
- Cross-validation and ablation-based analysis
- Comparative benchmarking against established baselines
Image Processing Projects - Libraries & Frameworks
TensorFlow:
TensorFlow is widely used in image processing research for building scalable computational graphs that support model training, experimentation, and evaluation. Its flexibility enables reproducible pipeline design aligned with IEEE-aligned experimental practices and system development in image processing projects.
PyTorch:
PyTorch supports dynamic computation and rapid prototyping of image processing models, making it suitable for research-grade experimentation, ablation studies, and evaluation-centric system development reported in IEEE literature for image processing projects for final year.
OpenCV:
OpenCV provides foundational image processing operations that support preprocessing, transformation, and low-level visual analysis, forming a reliable base layer in research-oriented pipelines for image processing final year projects.
Scikit-Image:
This library is used for advanced image manipulation and scientific analysis, focusing on traditional processing techniques aligned with academic standards. It plays a critical role in research-grade systems where precise mathematical filtering and morphological operations are required for experimental validation.
NVIDIA CUDA:
This parallel computing platform is essential for accelerating the training and inference of deep vision models on GPU hardware. Its role in modern research is highlighted by its ability to handle the intensive computational requirements of image processing ieee projects and large-scale training pipelines.
ONNX:
ONNX facilitates model interoperability and deployment validation across heterogeneous environments, enabling reproducible evaluation and architectural comparison in IEEE-aligned image processing research.
Image Processing IEEE Projects - Real World Applications
Medical Image Analysis:
Medical image analysis focuses on extracting clinically relevant information from imaging data such as scans and microscopy images. In image processing projects for final year, IEEE-aligned systems employ structured preprocessing, feature extraction, and validation pipelines to ensure accuracy and reproducibility in diagnostic support environments.
Remote Sensing and Satellite Imaging:
This application involves analyzing satellite and aerial imagery for environmental monitoring and geospatial assessment. Implementations follow IEEE methodologies using scalable architectures and standardized evaluation metrics to handle high-resolution and multi-spectral visual data commonly studied in image processing ieee projects.
Precision Agriculture:
Drone-based multispectral imaging assesses crop health and soil moisture levels across large-scale farms to optimize agricultural yield. These applications use IEEE-standardized vegetation indices and remote sensing methodologies for pixel-level classification and temporal analysis, making them suitable for applied image processing final year projects.
Industrial Visual Inspection:
Industrial inspection systems apply image processing to detect defects and anomalies in manufacturing processes. Research-grade implementations emphasize robust feature representation, real-time processing pipelines, and quantitative evaluation under varying operational conditions.
Surveillance and Scene Understanding:
Surveillance applications analyze visual data for object detection, tracking, and scene interpretation. IEEE research emphasizes multi-stage processing architectures and evaluation-driven validation to ensure reliability across complex and dynamic visual environments, positioning them as advanced extensions within image processing projects for final year.
Image Processing Final Year Projects - Conceptual Foundations
Image Processing as a research domain focuses on the systematic transformation and analysis of visual data to extract structured information using computational and mathematical models. Conceptually, the domain emphasizes signal representation, spatial transformations, feature abstraction, and evaluation-driven system design aligned with IEEE research methodologies and standardized validation practices commonly adopted in image processing projects for final year.
Within academic and research workflows, Image Processing research is guided by structured experimentation and metric-based evaluation. Emphasis is placed on reproducibility, benchmark-driven validation, and comparative analysis, ensuring consistent assessment of algorithmic effectiveness across diverse visual conditions and datasets expected in image processing ieee projects and journal-oriented postgraduate research environments.
Conceptually, Image Processing forms a foundational layer for several adjacent IEEE research domains, including Generative AI and Deep Learning, where visual representation learning, hierarchical feature modeling, and evaluation-centric system design extend core image processing principles into broader intelligent system architectures.
Image Processing Projects for Final Year - Why Choose Wisen
✓
IEEE Journal Alignment
Our implementation framework strictly follows IEEE 2025–2026 journal methodologies, ensuring that your image processing projects for final year meet the high academic standards required for peer-reviewed research publications.
✓
100% Working Code Assurance
We provide end-to-end support with a 100% working project guarantee. Every Image Processing architecture is rigorously tested for deployment readiness, ensuring zero-error execution during final-year project demonstrations.
✓
Research-Grade Datasets
Wisen utilizes standardized IEEE-recognized datasets and high-resolution visual data cohorts. We guide students in proper data curation, augmentation, and preprocessing techniques essential for building robust image processing final year projects with statistically significant experimental results.
✓
Technical Accuracy & PSNR Validation
Projects are evaluated using advanced vision metrics such as PSNR, SSIM, and mAP. This quantitative approach ensures that your final-year project output is not just functional but academically superior in technical performance.
✓
Expert Research Mentoring
Receive guidance from experienced research scholars who specialize in computer vision and signal processing. Our mentoring focuses on architectural innovation and depth, helping you master the complex mathematical foundations of modern image processing.
Image Processing Projects for Final Year - IEEE Research Areas
Medical Image Segmentation and Pathological Analysis:
Research in this area focuses on the automated extraction of anatomical structures and pathological regions from complex volumetric data. The primary challenge involves managing high-dimensional data with significant noise and low contrast, where precise boundary localization is critical for clinical diagnostic accuracy. The scope encompasses the development of robust models capable of generalizing across heterogeneous imaging modalities and sensor-specific variations, making this area central to image processing projects for final year.
Implementation typically leverages nested encoder–decoder architectures and attention-gated neural networks to capture both local spatial features and global contextual dependencies. Methodological rigor is maintained through specialized loss functions such as Dice and generalized Tversky loss, with evaluation aligned to academic benchmarks commonly reported in image processing ieee projects using metrics like Jaccard Index and Hausdorff Distance.
Hyperspectral and Remote Sensing Imagery Analysis:
The research goal in this domain is the interpretation of spectral–spatial information captured via satellite or aerial sensors for land-cover classification and environmental monitoring. Challenges arise from high spectral dimensionality and mixed pixels, which complicate material discrimination.
Systems are implemented using multi-branch convolutional networks and vision transformers that fuse spectral–temporal information with spatial context. Architectural innovations frequently include residual learning and 3D convolutional layers, and validation emphasizes Overall Accuracy (OA) and Kappa Coefficient through cross-scene benchmarking in image processing final year projects.
Generative Restoration and Super-Resolution:
This research area focuses on reconstructing high-quality images from degraded, low-resolution, or noisy inputs. The objective is to restore perceptual fidelity and structural detail while balancing artifact suppression and edge preservation.
Typical implementations involve adversarial training frameworks and deep residual-in-residual architectures with dense feature fusion. Benchmarking relies on SSIM and PSNR metrics alongside qualitative mean opinion scores, making this a frequent focus within image processing projects for final year.
Real-Time Object Detection and Scene Understanding:
The scope of this research involves precise localization and classification of multiple entities in dynamic visual environments. Research concentrates on improving detection accuracy for small or occluded objects while optimizing architectures for low-latency inference under resource constraints.
Methodologies center on single-stage and multi-stage detection backbones with feature pyramid networks and path-aggregation blocks. Evaluation follows standardized mean Average Precision (mAP) across multiple IoU thresholds to ensure comprehensive performance assessment.
Biometric Feature Extraction and Security:
This area focuses on identifying and verifying individuals using unique physiological visual traits. Research goals emphasize robustness against illumination, pose, and occlusion variations, along with strong anti-spoofing mechanisms.
Implementation relies on deep metric learning and embedding optimization using triplet or contrastive loss functions. Validation protocols involve large-scale biometric datasets and reporting FAR and FRR metrics to establish system reliability.
Image Processing Projects for Students - Career Outcomes
Image Processing Research Engineer:
This role focuses on designing and evaluating algorithmic pipelines for visual data analysis in research-oriented environments, closely aligned with image processing projects for final year that demand methodological rigor and experimental validation.
Expertise in evaluation-driven design, benchmarking practices, and system-level experimentation is essential for contributing to reproducible and publication-ready outcomes reported in image processing ieee projects.
Computer Vision Systems Engineer:
Computer vision systems engineers work on end-to-end visual analysis systems that integrate image processing components into larger architectures. IEEE-aligned work prioritizes scalable system design and robust validation under real-world conditions.
The role requires strong understanding of visual representation models, architectural integration, and metric-based evaluation practices common in research and applied systems.
Applied Machine Learning Engineer (Vision):
This role applies learning-based methods to image-centric problems, focusing on experimental performance and generalization within image processing final year projects.
IEEE research practices guide model evaluation, comparative analysis, and result interpretation to ensure reproducible experimentation and system reliability.
Visual Analytics Specialist:
Visual analytics specialists focus on extracting actionable insights from complex image data through structured processing and analysis pipelines. IEEE-aligned research emphasizes clarity of problem formulation and rigorous evaluation methodologies.
The role demands expertise in feature representation, analysis workflows, and systematic validation across diverse visual datasets.
Research Scientist (Visual Intelligence):
Research scientists investigate advanced visual intelligence problems that extend traditional image processing into intelligent system design, frequently contributing to image processing projects for final year with strong theoretical grounding.
This role requires deep understanding of research methodologies, evaluation metrics, and the ability to position image processing contributions within broader interdisciplinary research contexts.
Image Processing Projects for Final Year - FAQ
What are some good project ideas in IEEE Image Processing Domain Projects for a final-year student?
Academic implementations focusing on deep learning-based medical imaging, satellite imagery analysis, and real-time object detection frameworks are excellent choices aligned with IEEE 2025–2026 research trends.
What are trending Image Processing final year projects?
Current trends in IEEE research ecosystems emphasize the integration of transformer models for image segmentation, edge-based vision processing pipelines, and enhanced generative adversarial networks for image restoration.
What are top Image Processing projects in 2026?
Top 2026 projects include automated disease classification using neural architecture search and hyperspectral image processing for environmental monitoring, derived from recent IEEE journal publications.
Is the Image Processing domain suitable or best for final-year projects?
The domain is ideal as it allows students to develop highly visible outputs while implementing rigorous IEEE methodologies and validation protocols suitable for peer-reviewed journal extensions.
How does the Wisen proposed system validate image processing accuracy?
The Wisen implementation pipeline utilizes standardized IEEE metrics such as Peak Signal-to-Noise Ratio (PSNR), Mean Squared Error (MSE), and Intersection over Union (IoU) to provide experimental evaluation rigor.
What architectures are utilized in Wisen Image Processing implementations?
Wisen proposed architecture integrates state-of-the-art Convolutional Neural Networks (CNNs), Vision Transformers (ViTs), and attention-gated U-Net structures to ensure high technical accuracy and research readiness.
Are these implementations suitable for MTech and PhD research?
Yes, our domain-level research directions focus on scalability and architectural innovation, making them suitable for advanced research paper writing and IEEE conference and journal submissions.
Does the system support real-world deployment for image analysis?
Wisen system is designed for practical implementation, addressing real-world constraints such as computational latency and data heterogeneity observed in IEEE industry-aligned publications.
Final Year Projects ONLY from from IEEE 2025–2026 Journals
1000+ IEEE Journal Titles.
100% Project Output Guaranteed.
Stop worrying about your project output. We provide complete IEEE 2025–2026 journal-based final year project implementation support, from abstract to code execution, ensuring you become industry-ready.
2,700+ Happy Students Worldwide Every Year