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Conference Papers Year : 2005

Automatical Definition of Measures from the Combination of Shape Descriptors

Abstract

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 as-sociated directly from the confusion matrix. Such a method allows to determine automatically the better weight asso-ciated to the descriptor for the object under consideration. At last, we show that the additive combination of such mea-sures allows to improve the classification.
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Dates and versions

inria-00000513 , version 1 (26-10-2005)

Identifiers

  • HAL Id : inria-00000513 , version 1

Cite

Jean-Pierre Salmon, Laurent Wendling, Salvatore Tabbone. Automatical Definition of Measures from the Combination of Shape Descriptors. 8th International Conference on Document Analysis and Recognition - ICDAR'2005, Aug 2005, Seoul/Korea, pp.986-990. ⟨inria-00000513⟩
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