Number of entries: 9
Foundation
ModelsDriving IntelligenceMobility Behavior
Agentic AI-based integrated safety orchestration for multi-mobility management
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Driving
IntelligenceFoundation Models
Multimodal-LLM based framework for generating rare traffic scenarios
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Driving
IntelligenceMobility Behavior
Comfort-aware safety improvement through predictive maneuvering in autonomous vehicles
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Driving
IntelligenceComputer Vision
Context-aware behavior prediction of disruptive and risky driving vehicles
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Driving
IntelligenceComputer Vision
Out-of-Distribution (OoD) segmentation for autonomous driving safety system
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Foundation ModelsMobility Behavior
Federated learning algorithm for efficient city-scale data processing
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Foundation ModelsMobility Behavior
LLM-based language understanding framework for intelligent transportation systems
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Driving
IntelligenceComputer Vision
Vision-based vehicle-pedestrian collision risk boundary estimation in C-ITS
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Mobility BehaviorComputer Vision
Seeing the city: Flows, space, and data
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Direct research-topic links for archive discovery, question-led retrieval, and topic-specific indexing.
rare traffic scenario generation
comfort-aware predictive maneuvering
risky driving behavior prediction
autonomous driving OoD segmentation
federated CCTV learning
transportation LLM frameworks
pedestrian collision-risk estimation
urban mobility behavior analytics
agentic AI multi-mobility safety orchestration
Ongoing Projects
광역권 도시를 위한 차세대 AI 융합 모빌리티 시뮬레이션 및 예측/활용 기술 개발
AI기반 인구위기지역 이동취약성 진단 및 공공교통 서비스 최적화 연구
(BK21) AIoT-에너지 융합기술 지역혁신인재양성 교육연구단
Previous Projects