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SVD-based Image Quality Measure

version 1.0.0.0 (124 KB) by Athi
A Graphical & Numerical image quality measure based on Singular Value Decomposition

4K Downloads

Updated 09 Sep 2009

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This program outputs a graphical & numerical image quality measure based on Singular Value Decomposition.

For the given images, Blockwise SVD is taken and image quality measure is derived.

For details on the implementation, please refer
Aleksandr Shnayderman, Alexander Gusev, and Ahmet M. Eskicioglu,
"An SVD-Based Grayscale Image Quality Measure for Local and Global Assessment",
IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 15, NO. 2, FEBRUARY 2006.

Those who are new to Matlab Programming can see the "SampleUsage.m" file for the usage of the script "SVDQualityMeasure.m".

Those who are already familiar with Matlab Programming can directly use the script "SVDQualityMeasure.m".

Cite As

Athi (2021). SVD-based Image Quality Measure (https://www.mathworks.com/matlabcentral/fileexchange/25271-svd-based-image-quality-measure), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R13
Compatible with any release
Platform Compatibility
Windows macOS Linux

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