Students, Ph.D. and PostDoc candidates are welcome to contact me for further details about the projects or to present their own ideas for the projects they would like to do with me in computer vision and recognition.
Object category recognition, scene classification, object detection and localization. Our data and code repository is at www.featurespace.org.
Here is a demo of a classification system and and illustration ofobject class detection (face).
Image and video feature extraction
Invariant feature detection and local descriptors available at Featurespace.
Matching and registration
Clustering and data structures
Efficient clustering methods, nearest neighbor search, range search in high dimensional spaces.
Efficient segmentation color and grayvalue based methods for mid-level recognition cue extraction.
Image enhancement techniques