VLM Streetscape
Vision-Language Models for structured streetscape assessment from open street-level imagery
Research
AI
Computer Vision
Scene segmentation of self-built virtual urban environments for pedestrian research
Reinforcement Learning
Reinforcement learning for pedestrian behavior and intelligent transportation systems
Biometric Signal Analysis
EEG-based biometric signal processing for pedestrian emotion and response
VR/Simulation
Virtual Reality
VR-based driving and pedestrian simulation for human factors research
Traffic Simulation
Microscopic and macroscopic traffic simulation
Transportation Planning
Seoul Walkability
A computer-vision approach to walkability, active aging, and housing capitalization
Urban Planning
Spatial analysis and urban design for sustainable city development
Travel Behavior Analysis
Urban mobility patterns and travel demand modeling
Optimization
Studying Julia
Learning Julia for optimization and autonomous driving research
Ackley Function
Optimization benchmark function for testing algorithms