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2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05)
Stable Third-Order Tensor Representation for Color Image Classification
Compi?gne University of Technology, France
September 19-September 22
ISBN: 0-7695-2415-X
ASCII Text
x 
 
Dacheng Tao, Steve Maybank, Weiming Hu, Xuelong Li, "Stable Third-Order Tensor Representation for Color Image Classification," Web Intelligence, IEEE / WIC / ACM International Conference on, pp. 641-644, 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05), 2005.
 
 
BibTex
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@article{ 10.1109/WI.2005.136,
author = {Dacheng Tao and Steve Maybank and Weiming Hu and Xuelong Li},
title = {Stable Third-Order Tensor Representation for Color Image Classification},
journal ={Web Intelligence, IEEE / WIC / ACM International Conference on},
volume = {0},
year = {2005},
isbn = {0-7695-2415-X},
pages = {641-644},
doi = {http://doi.ieeecomputersociety.org/10.1109/WI.2005.136},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Web Intelligence, IEEE / WIC / ACM International Conference on
TI - Stable Third-Order Tensor Representation for Color Image Classification
SN - 0-7695-2415-X
SP641
EP644
A1 - Dacheng Tao,
A1 - Steve Maybank,
A1 - Weiming Hu,
A1 - Xuelong Li,
PY - 2005
KW - null
VL - 0
JA - Web Intelligence, IEEE / WIC / ACM International Conference on
ER -
 
Dacheng Tao, University of London
Steve Maybank, University of London
Weiming Hu, Chinese Academic Sciences
Xuelong Li, University of London
General tensors can represent colour images more naturally than conventional features; however the general tensors? stability properties are not reported and remain to be a key problem. In this paper, we use the tensor minimax probability (TMPM) to prove that the tensor representation is stable. The proof is based on the random subspace method through a large number of experiments.
Citation:
Dacheng Tao, Steve Maybank, Weiming Hu, Xuelong Li, "Stable Third-Order Tensor Representation for Color Image Classification," wi, pp.641-644, 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05), 2005
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