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Small and fast moving object detection and tracking in sports video sequences

DSpace at IIT Bombay

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Title Small and fast moving object detection and tracking in sports video sequences
 
Creator ZAVERI, MA
MERCHANT, SN
DESAI, UB
 
Subject segmentation
 
Description 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.
 
Publisher IEEE
 
Date 2011-10-24T15:19:43Z
2011-12-15T09:11:40Z
2011-10-24T15:19:43Z
2011-12-15T09:11:40Z
2004
 
Type Proceedings Paper
 
Identifier 2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3,1539-1542
0-7803-8603-5
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
 
Source IEEE International Conference on Multimedia and Expo (ICME),Taipei, TAIWAN,JUN 27-30, 2004
 
Language English