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Please use this identifier to cite or link to this item: http://dspace.library.iitb.ac.in/jspui/handle/100/1974

Title: Small object detection and tracking : algorithm, analysis and application
Authors: DESAI, UB
MERCHANT, SN
ZAVERI, M
AJISHNA, G
PUROHIT, M
PHANISH, HS
Keywords: moving-objects
segmentation
sequences
Issue Date: 2005
Publisher: SPRINGER-VERLAG BERLIN
Citation: PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS,3776,108-117
Abstract: In this paper, we present an algorithm for detection and tracking of small objects, like a ping pong ball or a cricket ball in sports video sequences. It can also detect and track airborne targets in an infrared image sequence. The proposed method uses motion as the primary cue for detection. The detected object is tracked using the multiple filter bank approach. Our method is capable of detecting objects of low contrast and negligible texture content. Moreover, the algorithm also detects point targets. The algorithm has been evaluated using large number of different video clips and the performance is analysed.
URI: http://dspace.library.iitb.ac.in/xmlui/handle/10054/15204
http://hdl.handle.net/100/1974
ISBN: 3-540-30506-8
ISSN: 0302-9743
Appears in Collections:Proceedings papers

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