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Image pattern classification 1 Non-additive entropy 1 Texture 1 Tsallis entropy 1
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Bruno, Odemir M. 1 Fabbri, Ricardo 1 Gonçalves, Wesley N. 1 Lopes, Francisco J.P. 1
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Physica A: Statistical Mechanics and its Applications 1
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Multi-q pattern analysis: A case study in image classification
Fabbri, Ricardo; Gonçalves, Wesley N.; Lopes, … - In: Physica A: Statistical Mechanics and its Applications 391 (2012) 19, pp. 4487-4496
This paper compares the effectiveness of the Tsallis entropy over the classic Boltzmann–Gibbs–Shannon entropy for general pattern recognition, and proposes a multi-q approach to improve pattern analysis using entropy. A series of experiments were carried out for the problem of classifying...
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