She received her PhD from the Department of Electronic Engineering at the Chinese University of Hong Kong in 1996 and her BS and MS from TianJin University, China in 1987 and 1990. She is experienced in computer vision topics ranging from object recognition, photometric modeling and shape from shading, to human identification, 3D reconstruction, motion/video analysis, Multi-sensor fusion, and facial expression analysis.