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1. Pattern recognition at different scales: A statistical perspective.

Author

Colangeli, Matteo, Rugiano, Francesco, and Pasero, Eros

Subjects
*QUANTITATIVE research, *PATTERN perception, *ALGORITHMS, *SUPPORT vector machines, *IMAGE analysis, *APPLIED mathematics
Abstract

Highlights: [•] We introduce two typical statistical scales affecting the performance of a pattern recognition algorithm. [•] We describe the dependence of such scales on the image resolution. [•] We recover the results of the statistical analysis by using Support Vector Machines algorithm. [•] We discuss the effect of averaging the performance of a Support Vector Machine over different training samples. [ABSTRACT FROM AUTHOR]

Published
2014
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