comparison util/vmrse_type2.m @ 38:84b7c44e54c4

(none)

+function [RMSErn, RMSEcd, rn_im, cd_im] = vmrse_type2(orig, corr, recon)
+
+%%%   Implementation of VectorRMSE type2
+%
+%   Centre for Digital Music, Queen Mary, University of London.
+%   This file copyright 2011 Ivan Damnjanovic.
+%
+%   This program is free software; you can redistribute it and/or
+%   modify it under the terms of the GNU General Public License as
+%   published by the Free Software Foundation; either version 2 of the
+%   License, or (at your option) any later version.  See the file
+%   COPYING included with this distribution for more information.
+% 
+%   Input:
+%       - Original image
+%       - Corrupted image
+%       - Reconstructed Image
+%
+%   Output:
+%       - RMSErn - RMSE from residual noise (noise not completely removed)
+%       - RMSEcd - RMSE from collateral distortion - excessive filtering
+%       - rn_im  - image of residual noise
+%       - cd_im  - image of collateral distortion
+%
+%   F. Russo, "New Method for Performance Evaluation of Grayscale Image
+%   Denoising filters", IEEE Signal Processing Letters, vol. 17, no. 5,
+%   pp.417-420, May 2010
+%%
+
+    recon_int = round(recon);
+    
+    RN1 = ((orig<recon_int)&(recon_int<=corr));
+    RN2 = ((orig>recon_int)&(recon_int>=corr));
+    CD1 = ((orig<recon_int)&(recon_int>corr));
+    CD2 = ((orig>recon_int)&(recon_int<corr));
+    
+    RMSErn = sqrt(sum(sum((RN1+RN2).*(orig-recon).^2)))/512;
+    RMSEcd = sqrt(sum(sum((CD1+CD2).*(orig-recon).^2)))/512;
+    rn_im=RN1+RN2;
+    cd_im=CD1+CD2;
+    
+end
+