Tracking of multiple semantic video objects for Internet applications

Chuang Gu; Ming-Chieh Lee

doi:10.1117/12.334733

28 December 1998 Tracking of multiple semantic video objects for Internet applications

Chuang Gu, Ming-Chieh Lee

Proceedings Volume 3653, Visual Communications and Image Processing '99; (1998) https://doi.org/10.1117/12.334733
Event: Electronic Imaging '99, 1999, San Jose, CA, United States

Abstract

This paper introduces a novel tracking system for generic semantic video objects using backward region-based classification. It consists of five elementary steps: region pre-processing, region extraction, region-based motion estimation, region classification and region post-processing. Region pre-processing simplifies the input data. Region extraction finds the basic elements for classification. Region-based motion estimation provides the trajectory information about each basic element. Region classification determines the interior/exterior parts of semantic video objects. Finally, region post-processing cleans the results. We will show solid performance of this generic tracking system with pixel-wise accuracy for Internet applications.

Citation Download Citation

Chuang Gu and Ming-Chieh Lee "Tracking of multiple semantic video objects for Internet applications", Proc. SPIE 3653, Visual Communications and Image Processing '99, (28 December 1998); https://doi.org/10.1117/12.334733

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