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 — 68 papers
• Video Surveillance and Tracking Methods — 8 papers
• Autonomous Vehicle Technology and Safety — 8 papers
• Advanced Image Fusion Techniques — 7 papers
• Infrared Target Detection Methodologies — 7 papers
• Robotics — 6 papers
• Infrastructure Maintenance and Monitoring — 6 papers
• UAV Applications and Optimization — 5 papers
• Visual Attention and Saliency Detection — 4 papers

Highest-Cited Papers

1. Cross-domain spatial matching for camera and radar sensor data fusion in autonomous vehicle perception system (2 citations)
2. One-Stage Object Detectors in Autonomous Driving
3. An improved LSS bird’s eye view generation algorithm for urban traffic scenarios
4. Uni-Map: unified camera-LiDAR perception for robust HD map construction
5. Comparative Study of Out-of-the-Box Technology for Automatic Target Detection and Recognition
6. Multi-task driven robust object detection for low-light traffic scenes
7. OATrack: A Quality-Gated Progressive Association Framework with a YOLO Detection Cache for UAV Small-Object Multi-Object Tracking
8. Adaptive Temporal Reallocation and Trajectory-Aware Modulation for Event-Level Segmentation of Small-Scale UAVs
9. CDF-DETR: Cross-Stage Attention and Dual-Scale Feature Calibration for Small-Object Detection in UAV Remote Sensing Imagery
10. VL-UniTrack: A Unified Framework with Visual-Language Prompts for UAV-Ground Visual Tracking
11. Probing Association Instability with Track-State Perturbations for Clip-Level Active Learning in Query-Propagation Multi-Object Tracking
12. S$^3$AM: A Single-Stream SAM with Reliability-Calibrated Frequency Adapter for Multi-modal Salient Object Detection
13. Training with synthetic data for drone detection in thermal imagery
14. Kernel-driven robust sparse fuzzy subspace clustering and rolling guidance filter for image fusion
15. Which2comm: An Efficient Collaborative Perception Framework with Connected and Automated Vehicles
16. A Deep Learning-Based Vision-Sharing System with Image Stitching for Blind Spot Reduction in Vehicle-Following Scenarios
17. ARF-YOLO: Attention-guided adaptive resolution-aware feature learning for UAV remote sensing object detection
18. Object localization in images via fusion of SFM and YOLO
19. Beyond Clear Skies: Synthetic Seasonal and Weather Variations for Real-World Drone Detection
20. Graph Neural Assisted Actor-Critic for Latency-Efficient Edge Vision System