Charless C. Fowlkes
homepage: | http://www.ics.uci.edu/~fowlkes/ |
search externally: | Google Scholar, Springer, CiteSeer, Microsoft Academic Search, Scirus , DBlife |
Description
My research is in computational vision, in particular how to combine bottom-up processing, such as image segmentation with top-down information, such as recognition of familiar shapes. I'm interested in how measuring the predictive power of different visual cues can provide general information-theoretic constraints on human visual processing. I also work on developing tools for biological image analysis in order to measure morphology and spatial patterns of gene expression in developing animals.
Lecture:
lecture Do We Need More Training Data or Better Models for Object Detection? as author at British Machine Vision Conference (BMVC), Surrey 2012, 4183 views |