Chuck's Color Constancy Page

Research Related Information

• Click here for reference / bibliography information.
• Recent work: Charles Rosenberg, Thomas Minka, Alok Ladsariya, "Bayesian Color Constancy with Non-Gaussian Models", in NIPS 2003.   Abstract, Paper (119K), ps.gz (95K), Web Page.
• Older work: Charles Rosenberg, Martial Hebert, Sebastian Thrun, "Image Color Constancy Using KL-Divergence", appeared as a poster in ICCV 2001.   Abstract, Paper, Web Page.
• Older work: Charles Rosenberg, "Image Color Constancy Using EM and Cached Statistics", appeared in ICML '00.   Abstract, Paper (1.4M).

Recent Results

• Click here for results on some typical images. (11/29/00)
• Click here for the most recent KL-Div results on all of the SFU data... (11/29/00)
• Click here for the most recent KL-Div compared to Likelihood results on all of the SFU data... (11/29/00)
• Click here for results on a set of time lapse images... (8/8/01)

Other Interesting Stuff

• Click here for examples of problematic images...
• Click here for histograms of the SFU images...
• Click here for segmentation experiment results...

Old Results

• Click here for results on real world data...
• Click here for results on some of the SFU data...
• Misc other results pages: 1
• Click here for a lot more results...
• Click here for the older Probabilistic Model results on all of the SFU data... (2/29/00)