Automatical Definition of Measures from the Combination of Shape Descriptors

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http://doi.ieeecomputersociety.org/10.1109/ICDAR.2005.56

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	J.-P. Salmon, L. Wendling, S. Tabbone, "Automatical Definition of Measures from the Combination of Shape Descriptors," Document Analysis and Recognition, International Conference on, pp. 986-990, Eighth International Conference on Document Analysis and Recognition (ICDAR'05), 2005.

	BibTex	x
	@article{ 10.1109/ICDAR.2005.56, author = {J.-P. Salmon and L. Wendling and S. Tabbone}, title = {Automatical Definition of Measures from the Combination of Shape Descriptors}, journal ={Document Analysis and Recognition, International Conference on}, volume = {0}, year = {2005}, issn = {1520-5263}, pages = {986-990}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICDAR.2005.56}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Document Analysis and Recognition, International Conference on TI - Automatical Definition of Measures from the Combination of Shape Descriptors SN - 1520-5263 SP986 EP990 A1 - J.-P. Salmon, A1 - L. Wendling, A1 - S. Tabbone, PY - 2005 KW - null VL - 0 JA - Document Analysis and Recognition, International Conference on ER -

J.-P. Salmon, LORIA, Cedex France

L. Wendling, LORIA, Cedex France

S. Tabbone, LORIA, Cedex, France

This paper presents a novel approach to combine shape descriptors. Each approach is applied on several clusters of objects. For each cluster and for any descriptor a map is associated directly from the confusion matrix. Such a method allows to determine automatically the better weight associated to the descriptor for the object under consideration. At last, we show that the additive combination of such measures allows to improve the classification.

Citation:

J.-P. Salmon, L. Wendling, S. Tabbone, "Automatical Definition of Measures from the Combination of Shape Descriptors," icdar, pp.986-990, Eighth International Conference on Document Analysis and Recognition (ICDAR'05), 2005

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