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Small object detection and tracking : algorithm, analysis and application

DSpace at IIT Bombay

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Title Small object detection and tracking : algorithm, analysis and application
 
Creator DESAI, UB
MERCHANT, SN
ZAVERI, M
AJISHNA, G
PUROHIT, M
PHANISH, HS
 
Subject moving-objects
segmentation
sequences
 
Description 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.
 
Publisher SPRINGER-VERLAG BERLIN
 
Date 2011-10-23T18:46:19Z
2011-12-15T09:11:17Z
2011-10-23T18:46:19Z
2011-12-15T09:11:17Z
2005
 
Type Article; Proceedings Paper
 
Identifier PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS,3776,108-117
3-540-30506-8
0302-9743
http://dspace.library.iitb.ac.in/xmlui/handle/10054/15204
http://hdl.handle.net/100/1974
 
Source 1st International Conference on Pattern Recognition and Machine Intelligence,Kolkata, INDIA,DEC 20-22, 2005
 
Language English