This page describes some aspects of my research. It is not always up to date, and not always complete. Please contact me by email if you want to discuss some of the topics at any level of detail. We are trying to attack this problem using more than a single image - but rather a number of cameras that simultaneously observe the scene, and the machine integrates the data from all these cameras in order to find the best available information for establishing the ID of the person. This is currently done using the Image Based Visual Hull.
More information is available at the page linked below.
Conference papers G. Shakhnarovich, R. El-Yaniv, Y. Baram. Smoothed Bootstrap and Statistical Data Cloning for Classifier Evaluation. In Proceedings of the 18th International Conference on Machine Learning . Integrated Gait and Face Recognition with Multiple Views. To appear in proceedings of CVPR-2001 .