His research interests focus on video processing; motion estimation for video surveillance and manifold learning for applications in biomedical imaging. He received a BS from Cornell University in 1994 and a PhD from the University of Maryland in 2000, and was chairman of the IEEE OMNIVIS workshop in 2003.