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An Appearance Based Approach for Video Object Extraction and Representation
Quebec City, QC, Canada August 11-August 15
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.104835816th International Conference on Patt ...
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Gaurav Garg, Pramod K. Sharma, Santanu Chaudhury, Ragini Chowdhury, "An Appearance Based Approach for Video Object Extraction and Representation," Pattern Recognition, International Conference on, vol. 2, pp. 20536, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 2, 2002.
 
 
BibTex
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@article{ 10.1109/ICPR.2002.1048358,
author = {Gaurav Garg and Pramod K. Sharma and Santanu Chaudhury and Ragini Chowdhury},
title = {An Appearance Based Approach for Video Object Extraction and Representation},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2002},
issn = {1051-4651},
pages = {20536},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1048358},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - An Appearance Based Approach for Video Object Extraction and Representation
SN - 1051-4651
SP
EP
A1 - Gaurav Garg,
A1 - Pramod K. Sharma,
A1 - Santanu Chaudhury,
A1 - Ragini Chowdhury,
PY - 2002
KW - null
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Gaurav Garg, Indian Institute of Technology - Delhi
Pramod K. Sharma, Indian Institute of Technology - Delhi
Santanu Chaudhury, Indian Institute of Technology - Delhi
Ragini Chowdhury, Indian Institute of Technology - Delhi
This paper describes a novel appearance based scheme for extraction and representation of video objects. The tracking algorithm used for video object extraction is based upon a new eigen-space update scheme. We propose a scheme for organisation of video objects in an appearance based hierarchy. Appearance based hierarchy is constructed using a new SVD based eigen-space merging algorithm. The hierarchy enables approximate query resolution. Experiments performed on a large number of video sequences have yielded promising results.
Citation:
Gaurav Garg, Pramod K. Sharma, Santanu Chaudhury, Ragini Chowdhury, "An Appearance Based Approach for Video Object Extraction and Representation," icpr, vol. 2, pp.20536, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 2, 2002
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