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2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '03) - Volume 2
Degeneracies, Dependencies and their Implications in Multi-body and Multi-Sequence Factorizations
Madison, Wisconsin
June 18-June 20
ISBN: 0-7695-1900-8
ASCII Text
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Lihi Zelnik-Manor, Michal Irani, "Degeneracies, Dependencies and their Implications in Multi-body and Multi-Sequence Factorizations," Computer Vision and Pattern Recognition, IEEE Computer Society Conference on, vol. 2, pp. 287, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '03) - Volume 2, 2003.
 
 
BibTex
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@article{ 10.1109/CVPR.2003.1211482,
author = {Lihi Zelnik-Manor and Michal Irani},
title = {Degeneracies, Dependencies and their Implications in Multi-body and Multi-Sequence Factorizations},
journal ={Computer Vision and Pattern Recognition, IEEE Computer Society Conference on},
volume = {2},
year = {2003},
issn = {1063-6919},
pages = {287},
doi = {http://doi.ieeecomputersociety.org/10.1109/CVPR.2003.1211482},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Computer Vision and Pattern Recognition, IEEE Computer Society Conference on
TI - Degeneracies, Dependencies and their Implications in Multi-body and Multi-Sequence Factorizations
SN - 1063-6919
SP
EP
A1 - Lihi Zelnik-Manor,
A1 - Michal Irani,
PY - 2003
KW - null
VL - 2
JA - Computer Vision and Pattern Recognition, IEEE Computer Society Conference on
ER -
 
Lihi Zelnik-Manor, The Weizmann Institute of Science
Michal Irani, The Weizmann Institute of Science
The body of work on multi-body factorization separates between objects whose motions are independent. In this work we show that in many cases objects moving with different 3D motions will be captured as a single object using these approaches. We analyze what causes these degeneracies between objects and suggest an approach for overcoming some of them. We further show that in the case of multiple sequences linear dependencies can supply information for temporal synchronization of sequences and for spatial matching of points across sequences.
Citation:
Lihi Zelnik-Manor, Michal Irani, "Degeneracies, Dependencies and their Implications in Multi-body and Multi-Sequence Factorizations," cvpr, vol. 2, pp.287, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '03) - Volume 2, 2003
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