RESEARCH
Research Interests
Computer Vision. Machine Learning. Computer Graphics.
: Learning and Inference on probabilistic graphical model. Machine learning
for pattern classification/recognition.
Optimization. Time-series modeling.
Epitomic Analysis of Human
Motion. (2005 ~ Current) (tech
report)
- Visualization of motion capture data.
- Mocap Feature extraction
- Learning and inference on motion epitome
- Epitomic analysis for motion applications
- Multi-resolution ensemble of motion epitome.
- Alternative
algorithm for sequential data.
- Automatic
decomposition into constituent parts of joints. (future)
- Snowbird
Learning Workshop, April, 2005. abstract, poster
Epitome vs. Jigsaw. (2006 ~ current)
- Compare
epitome with Jigsaw on image data. (slide) (document)
- Apply
Jigsaw algorithm into time-series data (future)
Image Epitome on Face detection. (2004)
