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15th International Conference on Pattern Recognition (ICPR'00) - Volume 3
Fast Atomic Decomposition by the Inhibition Method
Barcelona, Spain
September 03-September 08
ISBN: 0-7695-0750-6
ASCII Text
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Arthur Pece, Nikolay Petkov, "Fast Atomic Decomposition by the Inhibition Method," Pattern Recognition, International Conference on, vol. 3, pp. 3215, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 3, 2000.
 
 
BibTex
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@article{ 10.1109/ICPR.2000.903523,
author = {Arthur Pece and Nikolay Petkov},
title = {Fast Atomic Decomposition by the Inhibition Method},
journal ={Pattern Recognition, International Conference on},
volume = {3},
year = {2000},
isbn = {0-7695-0750-6},
pages = {3215},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.903523},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Fast Atomic Decomposition by the Inhibition Method
SN - 0-7695-0750-6
SP
EP
A1 - Arthur Pece,
A1 - Nikolay Petkov,
PY - 2000
VL - 3
JA - Pattern Recognition, International Conference on
ER -
 
Arthur Pece, University of Reading
Nikolay Petkov, University of Groningen
A new algorithm is introduced which is related to matching pursuit but allows updating more than one coding coefficient per iteration: the updated coefficients correspond to mutually orthogonal elements of the dictionary. Coding experiments on natural images show that the new method achieves the same trade-off as matching pursuit between number of coding coefficients and reconstruction error, but significantly faster convergence.
Citation:
Arthur Pece, Nikolay Petkov, "Fast Atomic Decomposition by the Inhibition Method," icpr, vol. 3, pp.3215, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 3, 2000
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