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Traffic Accident Detection
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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Deep Learning Advances in Vision-Based Traffic Accident Anticipation: A Comprehensive Review of Methods,Datasets,and Future Directions
EQ-TAA: Equivariant Traffic Accident Anticipation via Diffusion-Based Accident Video Synthesis
Real-time Accident Anticipation for Autonomous Driving Through Monocular Depth-Enhanced 3D Modeling
CRASH: Crash Recognition and Anticipation System Harnessing with Context-Aware and Temporal Focus Attentions
When, Where, and What? A Novel Benchmark for Accident Anticipation and Localization with Large Language Models
Big Data and Deep Learning in Smart Cities: A Comprehensive Dataset for AI-Driven Traffic Accident Detection and Computer Vision Systems
Smart City Transportation: Deep Learning Ensemble Approach for Traffic Accident Detection
Vision-Based Traffic Accident Detection and Anticipation: A Survey
A Memory-Augmented Multi-Task Collaborative Framework for Unsupervised Traffic Accident Detection in Driving Videos
ROCO: A Roundabout Traffic Conflict Dataset
Reinforcement Learning for Predicting Traffic Accidents
Deep Representation of Imbalanced Spatio-temporal Traffic Flow Data for Traffic Accident Detection
Towards explainable artificial intelligence (XAI) for early anticipation of traffic accidents
DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation
A Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents
Emergency Incident Detection from Crowdsourced Waze Data using Bayesian Information Fusion
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning
Global Feature Aggregation for Accident Anticipation
Unsupervised Traffic Accident Detection in First-Person Videos
Anticipating Traffic Accidents with Adaptive Loss and Large-scale Incident DB
Future Frame Prediction for Anomaly Detection -- A New Baseline
Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization
Learning Temporal Regularity in Video Sequences
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