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Proceedings Paper

Texture classification based upon spatial autocorrelation
Author(s): Ahmed Bounekkar; Michel P. Lamure; Nicolas Nicoloyannis
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Paper 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.

Paper Details

Date Published: 27 February 1996
PDF: 11 pages
Proc. SPIE 2727, Visual Communications and Image Processing '96, (27 February 1996); doi: 10.1117/12.233234
Show Author Affiliations
Ahmed Bounekkar, CNRS and Univ. Lyon I (France)
Michel P. Lamure, CNRS and Univ. Lyon I (France)
Nicolas Nicoloyannis, CNRS and Univ. Lyon I (France)

Published in SPIE Proceedings Vol. 2727:
Visual Communications and Image Processing '96
Rashid Ansari; Mark J. T. Smith, Editor(s)

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