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Conference Papers Year : 2007

Performance Evaluation on Several Recognition Algorithms

Abstract

How to evaluate the existing recognition algorithms under a uniform platform is an interesting research topic. Most of the comparisons among the algorithms only take use of the dataset in one field and the recognition accuracy as the standard, it is difficult to make people select a suitable algorithm in practice. In this paper, we try to show the various aspects of the algorithms based on the performance when they are applied to the datasets from different application fields. At the same time, two new performance evaluation measures, homogeneity and separability, are proposed and implemented for the comparisons. Experimental results help the researchers understand the algorithms better.
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Dates and versions

inria-00193106 , version 1 (30-11-2007)

Identifiers

  • HAL Id : inria-00193106 , version 1

Cite

Wan Zhang, Philippe Dosch, Salvatore Tabbone. Performance Evaluation on Several Recognition Algorithms. 7th IAPR International Workshop on Graphics Recognition - GREC 2007, Josep Lladós, Sep 2007, Curitiba, Brazil. pp.86-89. ⟨inria-00193106⟩
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