Junwoo Kim
My doctoral research focuses on automatic haptic generation for multimedia content. I aim to build haptic-centered multimodal datasets. Based on these datasets, I am interested in developing joint multimodal AI models for audiovisual content understanding and haptic rendering, with the goal of enabling practical haptic applications.
Haptic Perception & Rendering
Psychophysics-based tactile rendering for realistic virtual environments
Signal Processing
Time-frequency analysis, filtering, and feature extraction for haptic/audio signals
Multimodal AI
Utilizing multimodal models for audiovisual understanding and haptic content creation
Data Collection & Analysis
Dataset construction, statistical analysis, and experimental data processing
User Evaluation
User studies, psychophysical experiments, and subjective quality assessment
Application Development
AI-integrated real-time systems and interactive application development
