Latest Research in Computer Vision and Pattern Recognition

Top Research Topics in Computer Vision and Pattern Recognition

• Computer Vision and Pattern Recognition — 135 papers
• Advanced Neural Network Applications — 85 papers
• Image Enhancement Techniques — 16 papers
• Video Surveillance and Tracking Methods — 11 papers
• Infrared Target Detection Methodologies — 10 papers
• Image and Video Processing — 8 papers
• Advanced SAR Imaging Techniques — 8 papers
• Robotics — 8 papers
• Synthetic Aperture Radar (SAR) Applications and Techniques — 7 papers
• Advanced Image Fusion Techniques — 6 papers

Highest-Cited Papers

1. A comparative evaluation of deep learning architectures, loss functions, and ensemble strategies for underwater fish species classification
2. PSG-RTDETR: Towards Stable Cross-Scale Feature Fusion for Small Object Detection
3. AS-YOLOR: An Improved YOLO Model for Small Object Detection in Aerial Images
4. High-precision and low-latency object detection with recursive dual-path encoding for event camera
5. Lightweight Multispectral Detection and DEM-Constrained Ray Consistency Localization for UAV-Assisted Search and Rescue
6. Detecting LED Colors from Underwater Video Images for Visible Light Communication in a Fish Farm Monitoring System
7. PRISM-MTL: Inter-Modal Selective Multi-Task Learning for Assistive Driving Perception
8. Research on drone positioning technology based on intelligent algorithms
9. Learning to recover weak signals: A two-stage graph-based framework for all-weather RGB-T object detection
10. Edge-Oriented Lightweight YOLO-World with Cross-Modal Fusion Adaptation for Multimodal Object Detection and Deployment
11. A lightweight foreign object detection framework for high-speed trains with adaptive illumination enhancement
12. Beyond Motion Cues and Structural Sparsity: Revisiting Small Moving Target Detection
13. Fifty Years of SAR Automatic Target Recognition: The Road Forward
14. RegisterBridgeMM: A Register-Centric Framework for RGB-Infrared Object Detection
15. CLIP-Joint-Detect: End-to-End Joint Training of Object Detectors with Contrastive Vision-Language Supervision
16. YOLOv14:Unified Cross-Domain Real-Time Object Detectionwith Adaptive Multi-View Representation
17. Residual Conditional Diffusion with Transformer Refinement for Unsupervised Infrared–Visible Image Fusion
18. Fusion-Poly: A Polyhedral Framework Based on Spatial-Temporal Fusion for 3D Multi-Object Tracking
19. Frozen High-Resolution Inference for Cross-City Object Detection: An AI City Challenge 2026 Study
20. A robust small-object detection model for UAV aerial imagery under complex background clutter