He received his doctorate degree from the Dept. of Electrical Engineering, Indian Institute of Science, Bangalore. His research interests span signal processing, compression, machine vision, image/video processing, pattern recognition and multimedia. Some specific problems in his domain of interest are compressed domain video analysis/processing, video surveillance, visual tracking, event detection, object-based video retrieval and image/video quality assessment.