Title :
Using Object Models as Domain Knowledge in Perceptual Organization: An Approach for Object Category Identification in Video Sequences
Author :
Harit, Gaurav ; Bharatia, Rajesh ; Chaudhury, Santanu
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., New Delhi
Abstract :
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 spatio-temporal domain. Our system performs detection of foreground objects along with recognition in video
Keywords :
image sequences; object detection; object recognition; video signal processing; visual perception; domain knowledge; object category identification; object-model knowledge; perceptual organization; spatio-temporal domain; video recognition; video sequence; Character recognition; Clustering algorithms; Layout; Object detection; Partitioning algorithms; Psychology; Robustness; Shape; Spatiotemporal phenomena; Video sequences;
Conference_Titel :
Computing: Theory and Applications, 2007. ICCTA '07. International Conference on
Conference_Location :
Kolkata
Print_ISBN :
0-7695-2770-1
DOI :
10.1109/ICCTA.2007.130
