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	2db114ec3f
	
	
	
		
			
			See e.g https://stackoverflow.com/questions/1666353/are-typedef-and-define-the-same-in-c for rationale. Reviewed-by: Ronald S. Bultje <rsbultje@gmail.com> Reviewed-by: Hendrik Leppkes <h.leppkes@gmail.com> Signed-off-by: Ganesh Ajjanagadde <gajjanagadde@gmail.com>
		
			
				
	
	
		
			246 lines
		
	
	
		
			7.8 KiB
		
	
	
	
		
			C
		
	
	
	
	
	
			
		
		
	
	
			246 lines
		
	
	
		
			7.8 KiB
		
	
	
	
		
			C
		
	
	
	
	
	
| /*
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|  * Copyright (c) 2003-2013 Loren Merritt
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|  *
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|  * This program is free software; you can redistribute it and/or modify
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|  * it under the terms of the GNU General Public License as published by
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|  * the Free Software Foundation; either version 2 of the License, or
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|  * (at your option) any later version.
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|  *
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|  * This program is distributed in the hope that it will be useful,
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|  * but WITHOUT ANY WARRANTY; without even the implied warranty of
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|  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
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|  * GNU General Public License for more details.
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|  *
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|  * You should have received a copy of the GNU General Public License
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|  * along with this program; if not, write to the Free Software
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|  * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110 USA
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|  */
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| /*
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|  * tiny_ssim.c
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|  * Computes the Structural Similarity Metric between two rawYV12 video files.
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|  * original algorithm:
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|  * Z. Wang, A. C. Bovik, H. R. Sheikh and E. P. Simoncelli,
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|  *   "Image quality assessment: From error visibility to structural similarity,"
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|  *   IEEE Transactions on Image Processing, vol. 13, no. 4, pp. 600-612, Apr. 2004.
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|  *
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|  * To improve speed, this implementation uses the standard approximation of
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|  * overlapped 8x8 block sums, rather than the original gaussian weights.
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|  */
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| 
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| #include "config.h"
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| #include <inttypes.h>
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| #include <limits.h>
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| #include <math.h>
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| #include <stdio.h>
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| #include <stdlib.h>
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| 
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| #define FFSWAP(type,a,b) do{type SWAP_tmp= b; b= a; a= SWAP_tmp;}while(0)
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| #define FFMIN(a,b) ((a) > (b) ? (b) : (a))
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| 
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| #define BIT_DEPTH 8
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| #define PIXEL_MAX ((1 << BIT_DEPTH)-1)
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| typedef uint8_t  pixel;
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| 
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| /****************************************************************************
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|  * structural similarity metric
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|  ****************************************************************************/
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| static void ssim_4x4x2_core( const pixel *pix1, intptr_t stride1,
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|                              const pixel *pix2, intptr_t stride2,
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|                              int sums[2][4] )
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| {
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|     int x,y,z;
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| 
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|     for( z = 0; z < 2; z++ )
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|     {
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|         uint32_t s1 = 0, s2 = 0, ss = 0, s12 = 0;
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|         for( y = 0; y < 4; y++ )
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|             for( x = 0; x < 4; x++ )
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|             {
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|                 int a = pix1[x+y*stride1];
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|                 int b = pix2[x+y*stride2];
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|                 s1  += a;
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|                 s2  += b;
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|                 ss  += a*a;
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|                 ss  += b*b;
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|                 s12 += a*b;
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|             }
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|         sums[z][0] = s1;
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|         sums[z][1] = s2;
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|         sums[z][2] = ss;
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|         sums[z][3] = s12;
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|         pix1 += 4;
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|         pix2 += 4;
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|     }
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| }
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| 
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| static float ssim_end1( int s1, int s2, int ss, int s12 )
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| {
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| /* Maximum value for 10-bit is: ss*64 = (2^10-1)^2*16*4*64 = 4286582784, which will overflow in some cases.
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|  * s1*s1, s2*s2, and s1*s2 also obtain this value for edge cases: ((2^10-1)*16*4)^2 = 4286582784.
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|  * Maximum value for 9-bit is: ss*64 = (2^9-1)^2*16*4*64 = 1069551616, which will not overflow. */
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| #if BIT_DEPTH > 9
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|     typedef float type;
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|     static const float ssim_c1 = .01*.01*PIXEL_MAX*PIXEL_MAX*64;
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|     static const float ssim_c2 = .03*.03*PIXEL_MAX*PIXEL_MAX*64*63;
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| #else
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|     typedef int type;
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|     static const int ssim_c1 = (int)(.01*.01*PIXEL_MAX*PIXEL_MAX*64 + .5);
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|     static const int ssim_c2 = (int)(.03*.03*PIXEL_MAX*PIXEL_MAX*64*63 + .5);
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| #endif
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|     type fs1 = s1;
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|     type fs2 = s2;
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|     type fss = ss;
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|     type fs12 = s12;
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|     type vars = fss*64 - fs1*fs1 - fs2*fs2;
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|     type covar = fs12*64 - fs1*fs2;
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|     return (float)(2*fs1*fs2 + ssim_c1) * (float)(2*covar + ssim_c2)
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|          / ((float)(fs1*fs1 + fs2*fs2 + ssim_c1) * (float)(vars + ssim_c2));
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| }
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| 
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| static float ssim_end4( int sum0[5][4], int sum1[5][4], int width )
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| {
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|     float ssim = 0.0;
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|     int i;
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| 
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|     for( i = 0; i < width; i++ )
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|         ssim += ssim_end1( sum0[i][0] + sum0[i+1][0] + sum1[i][0] + sum1[i+1][0],
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|                            sum0[i][1] + sum0[i+1][1] + sum1[i][1] + sum1[i+1][1],
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|                            sum0[i][2] + sum0[i+1][2] + sum1[i][2] + sum1[i+1][2],
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|                            sum0[i][3] + sum0[i+1][3] + sum1[i][3] + sum1[i+1][3] );
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|     return ssim;
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| }
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| 
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| float ssim_plane(
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|                            pixel *pix1, intptr_t stride1,
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|                            pixel *pix2, intptr_t stride2,
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|                            int width, int height, void *buf, int *cnt )
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| {
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|     int z = 0;
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|     int x, y;
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|     float ssim = 0.0;
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|     int (*sum0)[4] = buf;
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|     int (*sum1)[4] = sum0 + (width >> 2) + 3;
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|     width >>= 2;
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|     height >>= 2;
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|     for( y = 1; y < height; y++ )
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|     {
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|         for( ; z <= y; z++ )
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|         {
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|             FFSWAP( void*, sum0, sum1 );
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|             for( x = 0; x < width; x+=2 )
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|                 ssim_4x4x2_core( &pix1[4*(x+z*stride1)], stride1, &pix2[4*(x+z*stride2)], stride2, &sum0[x] );
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|         }
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|         for( x = 0; x < width-1; x += 4 )
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|             ssim += ssim_end4( sum0+x, sum1+x, FFMIN(4,width-x-1) );
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|     }
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| //     *cnt = (height-1) * (width-1);
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|     return ssim / ((height-1) * (width-1));
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| }
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| 
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| 
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| uint64_t ssd_plane( const uint8_t *pix1, const uint8_t *pix2, int size )
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| {
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|     uint64_t ssd = 0;
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|     int i;
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|     for( i=0; i<size; i++ )
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|     {
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|         int d = pix1[i] - pix2[i];
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|         ssd += d*d;
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|     }
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|     return ssd;
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| }
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| 
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| static double ssd_to_psnr( uint64_t ssd, uint64_t denom )
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| {
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|     return -10*log((double)ssd/(denom*255*255))/log(10);
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| }
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| 
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| static double ssim_db( double ssim, double weight )
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| {
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|     return 10*(log(weight)/log(10)-log(weight-ssim)/log(10));
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| }
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| 
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| static void print_results(uint64_t ssd[3], double ssim[3], int frames, int w, int h)
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| {
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|     printf( "PSNR Y:%.3f  U:%.3f  V:%.3f  All:%.3f | ",
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|             ssd_to_psnr( ssd[0], (uint64_t)frames*w*h ),
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|             ssd_to_psnr( ssd[1], (uint64_t)frames*w*h/4 ),
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|             ssd_to_psnr( ssd[2], (uint64_t)frames*w*h/4 ),
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|             ssd_to_psnr( ssd[0] + ssd[1] + ssd[2], (uint64_t)frames*w*h*3/2 ) );
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|     printf( "SSIM Y:%.5f U:%.5f V:%.5f All:%.5f (%.5f)",
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|             ssim[0] / frames,
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|             ssim[1] / frames,
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|             ssim[2] / frames,
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|             (ssim[0]*4 + ssim[1] + ssim[2]) / (frames*6),
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|             ssim_db(ssim[0] * 4 + ssim[1] + ssim[2], frames*6));
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| }
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| 
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| int main(int argc, char* argv[])
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| {
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|     FILE *f[2];
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|     uint8_t *buf[2], *plane[2][3];
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|     int *temp;
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|     uint64_t ssd[3] = {0,0,0};
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|     double ssim[3] = {0,0,0};
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|     int frame_size, w, h;
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|     int frames, seek;
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|     int i;
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| 
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|     if( argc<4 || 2 != sscanf(argv[3], "%dx%d", &w, &h) )
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|     {
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|         printf("tiny_ssim <file1.yuv> <file2.yuv> <width>x<height> [<seek>]\n");
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|         return -1;
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|     }
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| 
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|     f[0] = fopen(argv[1], "rb");
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|     f[1] = fopen(argv[2], "rb");
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|     sscanf(argv[3], "%dx%d", &w, &h);
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| 
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|     if (w<=0 || h<=0 || w*(int64_t)h >= INT_MAX/3 || 2LL*w+12 >= INT_MAX / sizeof(*temp)) {
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|         fprintf(stderr, "Dimensions are too large, or invalid\n");
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|         return -2;
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|     }
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| 
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|     frame_size = w*h*3LL/2;
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|     for( i=0; i<2; i++ )
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|     {
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|         buf[i] = malloc(frame_size);
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|         plane[i][0] = buf[i];
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|         plane[i][1] = plane[i][0] + w*h;
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|         plane[i][2] = plane[i][1] + w*h/4;
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|     }
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|     temp = malloc((2*w+12)*sizeof(*temp));
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|     seek = argc<5 ? 0 : atoi(argv[4]);
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|     fseek(f[seek<0], seek < 0 ? -seek : seek, SEEK_SET);
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| 
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|     for( frames=0;; frames++ )
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|     {
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|         uint64_t ssd_one[3];
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|         double ssim_one[3];
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|         if( fread(buf[0], frame_size, 1, f[0]) != 1) break;
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|         if( fread(buf[1], frame_size, 1, f[1]) != 1) break;
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|         for( i=0; i<3; i++ )
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|         {
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|             ssd_one[i]  = ssd_plane ( plane[0][i], plane[1][i], w*h>>2*!!i );
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|             ssim_one[i] = ssim_plane( plane[0][i], w>>!!i,
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|                                      plane[1][i], w>>!!i,
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|                                      w>>!!i, h>>!!i, temp, NULL );
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|             ssd[i] += ssd_one[i];
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|             ssim[i] += ssim_one[i];
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|         }
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| 
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|         printf("Frame %d | ", frames);
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|         print_results(ssd_one, ssim_one, 1, w, h);
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|         printf("                \r");
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|         fflush(stdout);
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|     }
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| 
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|     if( !frames ) return 0;
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| 
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|     printf("Total %d frames | ", frames);
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|     print_results(ssd, ssim, frames, w, h);
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|     printf("\n");
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| 
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|     return 0;
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| }
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