MeTriX MuX Visual Quality Assessment Package
The name of the package is MeTriX MuX Visual Quality Assessment Package. The official website does not work (attempt on 08-Sep-2019), and the download link http://foulard.ece.cornell.edu/gaubatz/metrix_mux/metrix_mux_1.1.zip is invaild.
I find a copy that is from a github repository https://github.com/sattarab/image-quality-tools/tree/master/metrix_mux
It can be easily followed at the index.html file. It is very simple, just run the command ">> configure_metrix_mux" in matlab. For "VIF" method there is a bug that need to change a function name from "*_m"to "*_M".
It is a powerful toolbox that contains implementation of many evaluation algorithms:
'MSE': mean-squared-error 'PSNR': peak signal-to-noise-ratio 'SSIM': structural similarity index 'MSSIM': multi-scale SSIM index 'VSNR': visual signal-to-noise ratio 'VIF': visual information fidelity 'VIFP': pixel-based VIF 'UQI': universal quality index 'IFC': information fidelity criterion 'NQM': noise quality measure 'WSNR': weighted signal-to-noise ratio 'SNR': signal-to-noise ratio
distorted_ssim_index = metrix_mux( reference_image, distorted_image, 'SSIM')