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16th International Conference on Pattern Recognition (ICPR'02) - Volume 1
A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas
Quebec City, QC, Canada
August 11-August 15
ISBN: 0-7695-1695-X
ASCII Text
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Guillaume Rellier, Xavier Descombes, Josiane Zerubia, Frédéric Falzon, "A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas," Pattern Recognition, International Conference on, vol. 1, pp. 10692, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 1, 2002.
 
 
BibTex
x
 
@article{ 10.1109/ICPR.2002.1044850,
author = {Guillaume Rellier and Xavier Descombes and Josiane Zerubia and Frédéric Falzon},
title = {A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas},
journal ={Pattern Recognition, International Conference on},
volume = {1},
year = {2002},
issn = {1051-4651},
pages = {10692},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1044850},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas
SN - 1051-4651
SP
EP
A1 - Guillaume Rellier,
A1 - Xavier Descombes,
A1 - Josiane Zerubia,
A1 - Frédéric Falzon,
PY - 2002
KW - null
VL - 1
JA - Pattern Recognition, International Conference on
ER -
 
Frédéric Falzon, Alcatel Space Industries
In this paper we tackle the problem of texture segmentation using a joint spectral and spatial analysis of pixel distribution. Hyperspectral images are considered and using a Markovian model we develop a vectorial approach for this image type. A classification algorithm using this model has been implemented for extracting and classifying urban areas. Results obtained from AVIRIS images are shown.
Citation:
Guillaume Rellier, Xavier Descombes, Josiane Zerubia, Frédéric Falzon, "A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas," icpr, vol. 1, pp.10692, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 1, 2002
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