Latest Research in General Object Detection

Top Research Topics in General Object Detection

• Computer Vision and Pattern Recognition — 115 papers
• Advanced Neural Network Applications — 77 papers
• Video Surveillance and Tracking Methods — 19 papers
• Autonomous Vehicle Technology and Safety — 8 papers
• Infrared Target Detection Methodologies — 7 papers
• Image Enhancement Techniques — 6 papers
• Robotics — 6 papers
• Robotics and Sensor-Based Localization — 6 papers
• Advanced Image Fusion Techniques — 5 papers
• Fire Detection and Safety Systems — 5 papers

Highest-Cited Papers

1. An improved RT-DETR algorithm for small-object detection in UAV aerial images (1 citations)
2. Comparative Benchmarking of YOLOv8 Variants for Traffic Sign Detection
3. Neighboring-aware optimization for end-to-end detection transformer
4. Perception and decision optimization of basketball robot based on YOLOv5 and LiDAR fusion
5. Understanding and exploiting fundamental modality advantage in frame and event hybrid visual data
6. Lightweight ACG-YOLO with Collaborative Attention Mechanisms for Real-Time Public Safety Surveillance and Edge Deployment
7. StrongerSORT: Improving DeepSORT for Stronger Human Tracking
8. IRA-YOLO: Inter-Class Relation Attention for PPE Detection in Industrial Scenes
9. DNLA-AGW: A Mine Image Enhancement Algorithm Based on Local Perception and Multi-Domain Guided Fusion
10. PointEvent: Rethinking Event-based Tiny Object Detection via Serialized Motion Evidence Accumulation
11. Learning to Track from Privileged Target Appearances
12. Constellation Dataset: Benchmarking High-Altitude Object Detection for an Urban Intersection (1 citations)
13. An Object Detection Method Based on Frequency-Band Enhancement and Multi-Scale Fusion
14. Deep Learning-Based Small-Object Detection in UAV Imagery: A Symmetry-Informed Review of Scale Variation and Scenario Constraints
15. Ultralytics YOLO Evolution: An Overview of YOLO27, YOLO26, YOLO11, YOLOv8, and YOLOv5 Object Detectors for Computer Vision and Pattern Recognition
16. Self-supervised knowledge distillation for few-shot single-stage 3D object detection
17. Semantic-Guided Enhanced UIU-Net for Infrared Small Target Detection
18. Deep Learning Model for Handling Environmental Variability and Tracking Occluded Vehicles for Video Surveillance
19. UNCERTAINTY GUIDED CLASSIFIER GATED SEGMENTATION FOR EFFICIENT CAMERA LENS DEFECT LOCALIZATION
20. Reliability-Aware Semantic Gating with Retrieval-Augmented Association for Online Multi-Object Tracking Under Industrial Low-Altitude Proxy Conditions

Sub-Regions

• Advanced Neural Network Applications — 104 papers
• Computer Vision and Pattern Recognition — 51 papers
• Video Surveillance and Tracking Methods — 43 papers
• Robotics and Sensor-Based Localization — 43 papers
• Advanced Image Fusion Techniques — 40 papers
• Image Enhancement Techniques — 22 papers