VLM Streetscape
Vision-Language Models for structured streetscape assessment from open street-level imagery
- Vision-Language Models
- Computer Vision
Research
Pedestrian Safety
Computer Vision
Scene segmentation of self-built virtual urban environments for pedestrian research
- Computer Vision
- Semantic Segmentation
- VR
Reinforcement Learning
Reinforcement learning for pedestrian behavior and intelligent transportation systems
- Reinforcement Learning
- Python
Biometric Signal Analysis
EEG-based biometric signal processing for pedestrian emotion and response
- EEG
- Physiological Sensing
- Signal Processing
Virtual Reality
VR-based driving and pedestrian simulation for human factors research
- Virtual Reality
- Human Factors
Traffic Simulation
Microscopic and macroscopic traffic simulation
- Traffic Simulation
- VISSIM/SUMO
Walkability
Seoul Walkability
A computer-vision approach to walkability, active aging, and housing capitalization
- Computer Vision
- Spatial Analysis
- Pedestrian Network
Urban Planning
Spatial analysis and urban design for sustainable city development
- Spatial Analysis
- GIS
- Urban Design
Travel Behavior Analysis
Urban mobility patterns and travel demand modeling
- Big Data
- Travel Demand
- Spatial Analysis
Optimization
Pedestrian Network Optimization
Congestion-based traffic assignment and design optimization for pedestrian networks (PedNetOpt)
- Julia
- JuMP/Ipopt
- Network Optimization
Ackley Function
A multimodal global-optimization benchmark — and why it matters for validating gradient-free solvers before...
- Global Optimization
- Benchmarking
- Python