My research has focused on computer vision, especially in the areas of image segmentation, shape reconstruction, and object recognition. In particular, I developed methods for analyzing the effect of lighting on images, as well as multiscale algorithms for segmentation and edge detection and region-based pose estimation techniques. My work deals with the design of algorithms, analysis, and implications to human vision.
AREAS OF INTEREST
Computer vision
- Visual object recognition
- Lighting and reflectance models
- Image segmentation
- Edge detection and perceptual grouping
- Motion perception
- Biomedical applications
In addition I am interested in
- Cognitive studies of human vision
- Machine learning
- Computer graphics
- Autonomous navigation
- Data mining and bioinformatics