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Segmentation Approach by Learning: Different Image Applications
Mantova, Italy September 17-September 19
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICIAP.2003.123411612th International Conference on Imag ...
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Horacio Andr? Legal-Ayala, Jacques Facon, "Segmentation Approach by Learning: Different Image Applications," Image Analysis and Processing, International Conference on, pp. 600, 12th International Conference on Image Analysis and Processing (ICIAP'03), 2003.
 
 
BibTex
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@article{ 10.1109/ICIAP.2003.1234116,
author = {Horacio Andr? Legal-Ayala and Jacques Facon},
title = {Segmentation Approach by Learning: Different Image Applications},
journal ={Image Analysis and Processing, International Conference on},
volume = {0},
year = {2003},
isbn = {0-7695-1948-2},
pages = {600},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICIAP.2003.1234116},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Image Analysis and Processing, International Conference on
TI - Segmentation Approach by Learning: Different Image Applications
SN - 0-7695-1948-2
SP
EP
A1 - Horacio Andr? Legal-Ayala,
A1 - Jacques Facon,
PY - 2003
KW - null
VL - 0
JA - Image Analysis and Processing, International Conference on
ER -
 
Horacio Andr? Legal-Ayala, Pontif?cia Universidade Cat?lica do Paran?
Jacques Facon, Pontif?cia Universidade Cat?lica do Paran?
We present a new segmentation approach by thresholding based on learning strategy. This strategy is based only onto one image and its ideal thresholded version. A decision matrix is generated from each pixel and each gray level. At the moment of new images segmentation, the best solution for each pixel is evaluated by means of K Nearest Neighbors in the decision matrix. Comparative tests were performed on signature, fingerprint and magnetic resonance images.
Citation:
Horacio Andr? Legal-Ayala, Jacques Facon, "Segmentation Approach by Learning: Different Image Applications," iciap, pp.600, 12th International Conference on Image Analysis and Processing (ICIAP'03), 2003
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