GitHub - FarshadGVeshki/CFL_for_MMIF: Multimodal Image Fusion via Coupled Feature Learning

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Multimodal Image Fusion via Coupled Feature Learning

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Name		Name	Last commit message	Last commit date
Latest commit History 38 Commits
Infrared_Visible_Images		Infrared_Visible_Images
Medical_Images		Medical_Images
Results		Results
utilities		utilities
Corr_Ind_Decomp_Alg.m		Corr_Ind_Decomp_Alg.m
Demo_IV.m		Demo_IV.m
Demo_med_color.m		Demo_med_color.m
Demo_med_grey.m		Demo_med_grey.m
README.txt		README.txt
_config.yml		_config.yml
perform_Corr_Ind_Decomp.m		perform_Corr_Ind_Decomp.m

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Multimodal Image Fusion via Coupled Feature Learning
 
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Run the script files "Demo_med_gray.m" and "Demo_med_color.m" and "Demo_IV".

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Requirement: mex compiler for MATLAB

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The codes for extraction and reconstuction of image patches and visualization of dictionary atoms are taken from SPAMS toolbox. 
(The files "mexExtractPatches.m", "mexCombinePatches.m" and "displayPatches.m" in the folder "utilities".)

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reference : FG Veshki, N Ouzir, SA Vorobyov, E Ollila, Multimodal image fusion via coupled feature learning, 2022, signal processing.