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15th International Conference on Pattern Recognition (ICPR'00) - Volume 3
Texture Modeling by Optimal Gray Scale Structuring Elements Using Morphological Pattern Spectrum
Barcelona, Spain
September 03-September 08
ISBN: 0-7695-0750-6
ASCII Text
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Miho Miyagawa, Mitsuhiko Fujio, Akira Asano, "Texture Modeling by Optimal Gray Scale Structuring Elements Using Morphological Pattern Spectrum," Pattern Recognition, International Conference on, vol. 3, pp. 3479, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 3, 2000.
 
 
BibTex
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@article{ 10.1109/ICPR.2000.10022,
author = {Miho Miyagawa and Mitsuhiko Fujio and Akira Asano},
title = {Texture Modeling by Optimal Gray Scale Structuring Elements Using Morphological Pattern Spectrum},
journal ={Pattern Recognition, International Conference on},
volume = {3},
year = {2000},
isbn = {0-7695-0750-6},
pages = {3479},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.10022},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Texture Modeling by Optimal Gray Scale Structuring Elements Using Morphological Pattern Spectrum
SN - 0-7695-0750-6
SP
EP
A1 - Miho Miyagawa,
A1 - Mitsuhiko Fujio,
A1 - Akira Asano,
PY - 2000
VL - 3
JA - Pattern Recognition, International Conference on
ER -
 
Miho Miyagawa, Kyushu Institute of Technology
Mitsuhiko Fujio, Kyushu Institute of Technology
Akira Asano, Hiroshima University
This paper proposes a novel texture modeling method based on the pattern spectrum. The pattern spectrum is a mathematical morphological method to describe the size distribution of objects contained in an image. Our method is based on the idea of obtaining a model of the elementary particles that form a texture by optimizing a gray scale-structuring element to fit the shape of elementary particles. The optimization method is applied in two stages: The first stage optimizes the extent of structuring element and the second optimizes the pixel values in the extent.
Citation:
Miho Miyagawa, Mitsuhiko Fujio, Akira Asano, "Texture Modeling by Optimal Gray Scale Structuring Elements Using Morphological Pattern Spectrum," icpr, vol. 3, pp.3479, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 3, 2000
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