A Multiresolution Markovian Fusion Model For The Color Visualization Of Hyperspectral Images

Max Mignotte
DIRO, Département d'Informatique et de Recherche Opérationnelle, CP 6128,
Succ. Centre-Ville, P.O. 6128, Montréal (Québec), H3C 3J7.


ABSTRACT

In this work, we present a fusion/dimensionality reduction MRF model for the color display of hyperspectral images derived from the "preservation of spectral distance" criterion. In this framework, we also propose a computationally efficient coarse-to-fine conjugate gradient optimization method to minimize the cost function related to this energy-based fusion model.


AVIRIS Cuprite Images

Cuprite1.rfl.gz
Cuprite2.rfl.gz
Cuprite3.rfl.gz
Cuprite4.rfl.gz
Other Cuprite hyperspectral images can be found at http
Results in ppm format
Cuprite1_result.ppm
Cuprite2_result.ppm
Cuprite3_result.ppm
Cuprite4_result.ppm


AVIRIS Lunar Lake Images

LunarLake1.rfl.gz
LunarLake2.rfl.gz
Results in ppm format
Lunarlake01_result.ppm
Lunarlake02_result.ppm


AVIRIS Moffet Images

MoffetField1.rfl.gz
MoffetField2.rfl.gz
MoffetField3.rfl.gz
Results in ppm format
MoffetField1_result.ppm
MoffetField2_result.ppm
MoffetField3_result.ppm


AVIRIS Jasper Images


Jasper hyperspectral images can be found at http
JasperRidge1.rfl.gz
JasperRidge2.rfl.gz
JasperRidge3.rfl.gz
JasperRidge4.rfl.gz
JasperRidge5.rfl.gz
Results in ppm format
Jasper1_result.ppm
Jasper2_result.ppm
Jasper3_result.ppm
Jasper4_result.ppm
Jasper5_result.ppm