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Please use this identifier to cite or link to this item: http://dspace.library.iitb.ac.in/jspui/handle/100/2213

Title: Small and fast moving object detection and tracking in sports video sequences
Authors: ZAVERI, MA
MERCHANT, SN
DESAI, UB
Keywords: segmentation
Issue Date: 2004
Publisher: IEEE
Citation: 2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3,1539-1542
Abstract: We propose an algorithm for detection and tracking of small and fast moving objects, like a ping pong ball or a cricket ball, in sports video sequences. For detection, the proposed method uses only motion as a cue; moreover it does not use any texture information. Our method is able to detect the object with very low contrast and negligible texture content. Along with detection, we also propose a tracking algorithm using the multiple filter bank approach. Thus we provide a complete solution. The tracking algorithm is able to track maneuvering as well as non-maneuvering movements of the object without using any apriori information about the target dynamics.
URI: http://dx.doi.org/10.1109/ICME.2004.1394540
http://dspace.library.iitb.ac.in/xmlui/handle/10054/15452
http://hdl.handle.net/100/2213
ISBN: 0-7803-8603-5
Appears in Collections:Proceedings papers

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