Texture classification based upon spatial autocorrelation

Ahmed Bounekkar; Michel P. Lamure; Nicolas Nicoloyannis

doi:10.1117/12.233234

27 February 1996 Texture classification based upon spatial autocorrelation

Ahmed Bounekkar, Michel P. Lamure, Nicolas Nicoloyannis

Proceedings Volume 2727, Visual Communications and Image Processing '96; (1996) https://doi.org/10.1117/12.233234
Event: Visual Communications and Image Processing '96, 1996, Orlando, FL, United States

Abstract

In this paper, we propose a method of texture classification based upon contiguity concepts and Moran's spatial autocorrelation coefficient. First, we introduce essential concepts about contiguity and Moran's coefficient (section 2 and section 3). Then, we are able to propose a classification of a set with 30 textures based on computation of those Moran's coefficients (section 4). We discuss obtained results.

Citation Download Citation

Ahmed Bounekkar, Michel P. Lamure, and Nicolas Nicoloyannis "Texture classification based upon spatial autocorrelation", Proc. SPIE 2727, Visual Communications and Image Processing '96, (27 February 1996); https://doi.org/10.1117/12.233234

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