Using object models as domain knowledge in perceptual organization: An approach for object category identification in video sequences

摘要

In this paper we present a framework which integrates object-model knowledge with the perceptual organization process. We demonstrate the advantages of the add-on grouping evidences as contributed by the object models for a more robust perceptual organization in the spatiotemporal domain. Our system performs detection of foreground objects along with recognition in video.