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His research interests include object recognition, motion video analysis, 3D modeling, vision and graphics synthesis, video enhancement, video indexing, data mining, and compact video representations. Since 1995, he has been leading government and commercial programs in immersive telepresence, image-based 3D modeling, video object fingerprinting, video mosaicing, georegistration, 2D and 3D video manipulation, and object recognition. He was one of the key technical contributors toward the founding of two Sarnoff spin-offs, VideoBrush Inc. and Lifeclips Inc. Between 1997 and 2004, he was awarded the Sarnoff Technical Achievement Awards seven times for his contributions in video mosaicing, video enhancement, 3D vision, and immersive telepresence. Between 1992 and 1995, he led the video annotation and indexing research at the IBM Almaden Research Center, San Jose, California. He is an associate editor for the IEEE Transactions on Pattern Analysis and Machine Intelligence.
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