Latest Research in Computer Vision and Pattern Recognition

Top Research Topics in Computer Vision and Pattern Recognition

• Computer Vision and Pattern Recognition — 6 papers
• Autonomous Vehicle Technology and Safety — 5 papers
• Traffic Prediction and Management Techniques — 4 papers
• Robotics — 3 papers
• Traffic control and management — 3 papers
• Artificial Intelligence — 2 papers
• Multimedia — 2 papers
• Machine Learning — 2 papers
• Human-Automation Interaction and Safety — 2 papers
• Prosthetics and Rehabilitation Robotics — 2 papers

Highest-Cited Papers

1. Short-Term Traffic Speed Prediction Integrating Traffic Flow Theory for Enhanced Urban Congestion Mitigation
2. From Intent to Action: Benchmarking LLM Safety in Vehicle Voice Command Authorization
3. Sim-to-Real Traffic Scene Understanding by Decoupling Semantics from Caption Generation with V-JEPA
4. DriveMCP: An Agentic AI framework for Advanced Driver Assistance System
5. Multimodal Emergency Vehicle Classification via Audio-Visual Transformers and Knowledge Distillation
6. Jointly Predicting Civil Unrest Event Occurrence Probabilities and Potential Initiators via Multi-Task Learning
7. How Good Are Time-Series Foundation Models for Pedestrian Crowd Count Forecasting? A Cross-Dataset Comparative Study
8. Interaction-enhanced lane-change early warning in congested traffic: a spatial risk propagation-aware approach
9. Robusto-2: Benchmarking Humans & VLMs for Autonomous Driving in Lima & New York City
10. Observe Before You Alert: Adaptive Driver Alerting with Vision-Language Models
11. Self supervised traffic embedding for high resolution risk assessment in large scale campus networks
12. Recent Advancements in Traffic Flow Prediction: Review, Challenges and Future Research Directions
13. Toward Sustainable Urban Mobility: A Multimodal Large Language Model (MLLM) Framework for Automated Driver Performance Assessment with YOLOv8-Based Scene Detection
14. PlannerForge: LLM Agents for Scenario-Based Testing of Motion Planners in Autonomous Driving
15. ChatBEV: Empowering Traffic Scene Understanding and Simulation via Vision-Language Model
16. TrajMind: Chaining Role-Specialized LoRAs for Fast-and-Slow Collective Trajectory Anomaly Diagnosis
17. Interactive adversarial driving with quantified psychological traits
18. Crash Risk Prediction Guided by Large Language Models Using Pre-Crash Trajectories
19. From Code to Collaboration: A Cognitive Agent Framework for Large Language Model (LLM)-Based Human-Vehicle Teaming
20. State-of-the-Art Vehicle-to-Pedestrian Systems Technology: Survey and Recommendations for Effective Deployments