Latest Research in Computer Vision Perception

Top Research Topics in Computer Vision Perception

• Computer Vision and Pattern Recognition — 216 papers
• Advanced Neural Network Applications — 84 papers
• Robotics — 60 papers
• Robotics and Sensor-Based Localization — 44 papers
• Energy Load and Power Forecasting — 26 papers
• Acute Myeloid Leukemia Research — 22 papers
• Image Enhancement Techniques — 15 papers
• Image and Video Processing — 10 papers
• Advanced SAR Imaging Techniques — 9 papers
• Video Surveillance and Tracking Methods — 9 papers

Highest-Cited Papers

1. LoDA: A Level of Detection Aware Method and a Multimodal Sensing Benchmark for Object Level Change Detection
2. Fog-YOLO11n: A Lightweight Traffic Object Detection Framework for Autonomous Driving Under Foggy Conditions
3. Master Mix Localization Algorithm for Autonomous Systems in Indoor Environments
4. FireRGBTNet: A Lightweight Forest Fire Detection Model Based on Efficient RGB–Thermal Fusion
5. Robust Perception for Autonomous Driving Under Low-Visibility Conditions: A Review of Low-Light Enhancement, Multimodal Fusion, and Task-Oriented Detection
6. A physical Scattering-Guided Prior-Enhanced Mamba model for high-fidelity SAR ship generation in complex backgrounds
7. Structure-Driven Feature Modeling for Robust Fish Detection in Complex Underwater Environments
8. Ramp Event Directional Forecasting for Wind Power Integration: A Regime-Stratified Ensemble Framework with Direction-Focused Training
9. MAEF-Net: An Efficient Multi-Scale Attention-Enhanced Feature Fusion Network for Remote Sensing Object Detection
10. BMDnet: an efficient UAV small object detection model via multi-scale feature enhancement and dynamic attention
11. LV-GS SLAM: A Decoupled LiDAR–Visual 3D Gaussian Splatting SLAM in a Large-Scale Environment
12. Dynamic Low-Rank Modulation and Frequency-Domain Collaboration for Scene-Adaptive Image Fusion Network
13. ProtoHGF-Net: Prototype HyperGraph Fusion with Intra-modal Calibration for RGBT Object Detection
14. VOLA: Improving Open-World Driving by VLM-Based Semantic Attribute Prediction
15. Can Vision Models Read the Radar Display? On the Feasibility of Radar Imagery for Air Traffic Complexity Estimation
16. Decoupled Quadratic Kalman Filter for Elliptical Extended Object Tracking with Log-normal Axis Modeling
17. WLC: Weber-Inspired Local Contrast Metric for Low-Altitude Image Fusion
18. Repurposing RGB-based Foundation Model for Depth Estimation on Thermal Images Using Hierarchical Supervision
19. EGM-Det: Entropy-Guided Multimodal Adaptive Fusion for UAV RGB-IR Object Detection
20. Map-Det3D: Metric Feed-Forward 3D Reconstruction Prior for Multi-view 3D Object Detection from Streaming Inputs

Sub-Regions

• Autonomous Driving Perception — 182 papers
• Robotic Navigation and Localization — 134 papers
• UAV Remote Sensing Perception — 126 papers
• Underwater and SAR Imaging — 88 papers
• Monocular Depth Estimation — 53 papers
• Spatiotemporal Energy Forecasting — 43 papers
• Sign Language Recognition — 31 papers
• Clinical Leukemia Therapeutics — 27 papers