adds psnrhvs to internal stats.

PSNR HVS is a human visual system weighted version of SNR that's
gained some popularity from academia and apparently better matches
MOS testing.

This code is borrowed from the Daala Project but uses our FDCT code.

Change-Id: Idd10fbc93129f7f4734946f6009f87d0f44cd2d7

diff --git a/vp9/encoder/vp9_encoder.c b/vp9/encoder/vp9_encoder.c
index 32b28d7682e5fe80e319aee822090f25891b8244..e41c13c8fd48f9fe0309cd01205b03d9dbd03818 100644 (file)
--- a/vp9/encoder/vp9_encoder.c
+++ b/vp9/encoder/vp9_encoder.c
@@ -1615,7 +1615,15 @@ VP9_COMP *vp9_create_compressor(VP9EncoderConfig *oxcf,
     cpi->total_ssimg_v = 0;
     cpi->total_ssimg_all = 0;
   }
+  cpi->total_fastssim_y = 0;
+  cpi->total_fastssim_u = 0;
+  cpi->total_fastssim_v = 0;
   cpi->total_fastssim_all = 0;
+
+  cpi->total_psnrhvs_y = 0;
+  cpi->total_psnrhvs_u = 0;
+  cpi->total_psnrhvs_v = 0;
+  cpi->total_psnrhvs_all = 0;
 #endif
 
   cpi->first_time_stamp_ever = INT64_MAX;
@@ -1851,12 +1859,13 @@ void vp9_remove_compressor(VP9_COMP *cpi) {
 
 
         fprintf(f, "Bitrate\tAVGPsnr\tGLBPsnr\tAVPsnrP\tGLPsnrP\t"
-                "VPXSSIM\tVPSSIMP\tFASTSSIM  Time(ms)\n");
+                "VPXSSIM\tVPSSIMP\tFASTSSIM\tPSNRHVS\tTime(ms)\n");
         fprintf(f, "%7.2f\t%7.3f\t%7.3f\t%7.3f\t%7.3f\t%7.3f\t"
-                "%7.3f\t%7.3f\t%8.0f\n",
+                "%7.3f\t%7.3f\t%7.3f\t%8.0f\n",
                 dr, cpi->total / cpi->count, total_psnr,
                 cpi->totalp / cpi->count, totalp_psnr, total_ssim, totalp_ssim,
                 cpi->total_fastssim_all / cpi->count,
+                cpi->total_psnrhvs_all / cpi->count,
                 total_encode_time);
       }
 
@@ -4157,6 +4166,15 @@ int vp9_get_compressed_data(VP9_COMP *cpi, unsigned int *frame_flags,
         cpi->total_fastssim_all += frame_all;
         /* TODO(JBB): add 10/12 bit support */
       }
+      {
+        double y, u, v, frame_all;
+        frame_all = vp9_psnrhvs(cpi->Source, cm->frame_to_show, &y, &u, &v);
+
+        cpi->total_psnrhvs_y += y;
+        cpi->total_psnrhvs_u += u;
+        cpi->total_psnrhvs_v += v;
+        cpi->total_psnrhvs_all += frame_all;
+      }
     }
   }
 

diff --git a/vp9/encoder/vp9_encoder.h b/vp9/encoder/vp9_encoder.h
index 635ef6dd643035d4052b7a56032417b1dc889dd8..6b1efafad4f9e569341b658a79043fa9858e6e67 100644 (file)
--- a/vp9/encoder/vp9_encoder.h
+++ b/vp9/encoder/vp9_encoder.h
@@ -420,6 +420,11 @@ typedef struct VP9_COMP {
   double total_fastssim_v;
   double total_fastssim_all;
 
+  double total_psnrhvs_y;
+  double total_psnrhvs_u;
+  double total_psnrhvs_v;
+  double total_psnrhvs_all;
+
   int b_calculate_ssimg;
 #endif
   int b_calculate_psnr;

diff --git a/vp9/encoder/vp9_psnrhvs.c b/vp9/encoder/vp9_psnrhvs.c
new file mode 100644 (file)
index 0000000..6c034aa
--- /dev/null
+++ b/vp9/encoder/vp9_psnrhvs.c
@@ -0,0 +1,227 @@
+/*
+ *  Copyright (c) 2010 The WebM project authors. All Rights Reserved.
+ *
+ *  Use of this source code is governed by a BSD-style license
+ *  that can be found in the LICENSE file in the root of the source
+ *  tree. An additional intellectual property rights grant can be found
+ *  in the file PATENTS.  All contributing project authors may
+ *  be found in the AUTHORS file in the root of the source tree.
+ *
+ *  This code was originally written by: Gregory Maxwell, at the Daala
+ *  project.
+ */
+#include <stdio.h>
+#include <stdlib.h>
+#include <math.h>
+
+#include "./vpx_config.h"
+#include "./vp9_rtcd.h"
+#include "vp9/encoder/vp9_ssim.h"
+
+#if !defined(M_PI)
+# define M_PI (3.141592653589793238462643)
+#endif
+#include <string.h>
+
+typedef int16_t od_coeff;
+typedef int16_t tran_low_t;
+extern void vp9_fdct8x8_c(const int16_t *input, tran_low_t *output, int stride);
+
+void od_bin_fdct8x8(od_coeff *y, int ystride, const od_coeff *x, int xstride) {
+  (void) xstride;
+  vp9_fdct8x8_c(x, y, ystride);
+}
+
+/* Normalized inverse quantization matrix for 8x8 DCT at the point of
+ * transparency. This is not the JPEG based matrix from the paper,
+ this one gives a slightly higher MOS agreement.*/
+float csf_y[8][8] = {{1.6193873005, 2.2901594831, 2.08509755623, 1.48366094411,
+    1.00227514334, 0.678296995242, 0.466224900598, 0.3265091542}, {2.2901594831,
+    1.94321815382, 2.04793073064, 1.68731108984, 1.2305666963, 0.868920337363,
+    0.61280991668, 0.436405793551}, {2.08509755623, 2.04793073064,
+    1.34329019223, 1.09205635862, 0.875748795257, 0.670882927016,
+    0.501731932449, 0.372504254596}, {1.48366094411, 1.68731108984,
+    1.09205635862, 0.772819797575, 0.605636379554, 0.48309405692,
+    0.380429446972, 0.295774038565}, {1.00227514334, 1.2305666963,
+    0.875748795257, 0.605636379554, 0.448996256676, 0.352889268808,
+    0.283006984131, 0.226951348204}, {0.678296995242, 0.868920337363,
+    0.670882927016, 0.48309405692, 0.352889268808, 0.27032073436,
+    0.215017739696, 0.17408067321}, {0.466224900598, 0.61280991668,
+    0.501731932449, 0.380429446972, 0.283006984131, 0.215017739696,
+    0.168869545842, 0.136153931001}, {0.3265091542, 0.436405793551,
+    0.372504254596, 0.295774038565, 0.226951348204, 0.17408067321,
+    0.136153931001, 0.109083846276}};
+float csf_cb420[8][8] = {
+    {1.91113096927, 2.46074210438, 1.18284184739, 1.14982565193, 1.05017074788,
+        0.898018824055, 0.74725392039, 0.615105596242}, {2.46074210438,
+        1.58529308355, 1.21363250036, 1.38190029285, 1.33100189972,
+        1.17428548929, 0.996404342439, 0.830890433625}, {1.18284184739,
+        1.21363250036, 0.978712413627, 1.02624506078, 1.03145147362,
+        0.960060382087, 0.849823426169, 0.731221236837}, {1.14982565193,
+        1.38190029285, 1.02624506078, 0.861317501629, 0.801821139099,
+        0.751437590932, 0.685398513368, 0.608694761374}, {1.05017074788,
+        1.33100189972, 1.03145147362, 0.801821139099, 0.676555426187,
+        0.605503172737, 0.55002013668, 0.495804539034}, {0.898018824055,
+        1.17428548929, 0.960060382087, 0.751437590932, 0.605503172737,
+        0.514674450957, 0.454353482512, 0.407050308965}, {0.74725392039,
+        0.996404342439, 0.849823426169, 0.685398513368, 0.55002013668,
+        0.454353482512, 0.389234902883, 0.342353999733}, {0.615105596242,
+        0.830890433625, 0.731221236837, 0.608694761374, 0.495804539034,
+        0.407050308965, 0.342353999733, 0.295530605237}};
+float csf_cr420[8][8] = {
+    {2.03871978502, 2.62502345193, 1.26180942886, 1.11019789803, 1.01397751469,
+        0.867069376285, 0.721500455585, 0.593906509971}, {2.62502345193,
+        1.69112867013, 1.17180569821, 1.3342742857, 1.28513006198,
+        1.13381474809, 0.962064122248, 0.802254508198}, {1.26180942886,
+        1.17180569821, 0.944981930573, 0.990876405848, 0.995903384143,
+        0.926972725286, 0.820534991409, 0.706020324706}, {1.11019789803,
+        1.3342742857, 0.990876405848, 0.831632933426, 0.77418706195,
+        0.725539939514, 0.661776842059, 0.587716619023}, {1.01397751469,
+        1.28513006198, 0.995903384143, 0.77418706195, 0.653238524286,
+        0.584635025748, 0.531064164893, 0.478717061273}, {0.867069376285,
+        1.13381474809, 0.926972725286, 0.725539939514, 0.584635025748,
+        0.496936637883, 0.438694579826, 0.393021669543}, {0.721500455585,
+        0.962064122248, 0.820534991409, 0.661776842059, 0.531064164893,
+        0.438694579826, 0.375820256136, 0.330555063063}, {0.593906509971,
+        0.802254508198, 0.706020324706, 0.587716619023, 0.478717061273,
+        0.393021669543, 0.330555063063, 0.285345396658}};
+
+static double convert_score_db(double _score, double _weight) {
+  return 10 * (log10(255 * 255) - log10(_weight * _score));
+}
+
+static double calc_psnrhvs(const unsigned char *_src, int _systride,
+                           const unsigned char *_dst, int _dystride,
+                           double _par, int _w, int _h, int _step,
+                           float _csf[8][8]) {
+  float ret;
+  od_coeff dct_s[8 * 8];
+  od_coeff dct_d[8 * 8];
+  float mask[8][8];
+  int pixels;
+  int x;
+  int y;
+  (void) _par;
+  ret = pixels = 0;
+  /*In the PSNR-HVS-M paper[1] the authors describe the construction of
+   their masking table as "we have used the quantization table for the
+   color component Y of JPEG [6] that has been also obtained on the
+   basis of CSF. Note that the values in quantization table JPEG have
+   been normalized and then squared." Their CSF matrix (from PSNR-HVS)
+   was also constructed from the JPEG matrices. I can not find any obvious
+   scheme of normalizing to produce their table, but if I multiply their
+   CSF by 0.38857 and square the result I get their masking table.
+   I have no idea where this constant comes from, but deviating from it
+   too greatly hurts MOS agreement.
+
+   [1] Nikolay Ponomarenko, Flavia Silvestri, Karen Egiazarian, Marco Carli,
+   Jaakko Astola, Vladimir Lukin, "On between-coefficient contrast masking
+   of DCT basis functions", CD-ROM Proceedings of the Third
+   International Workshop on Video Processing and Quality Metrics for Consumer
+   Electronics VPQM-07, Scottsdale, Arizona, USA, 25-26 January, 2007, 4 p.*/
+  for (x = 0; x < 8; x++)
+    for (y = 0; y < 8; y++)
+      mask[x][y] = (_csf[x][y] * 0.3885746225901003)
+          * (_csf[x][y] * 0.3885746225901003);
+  for (y = 0; y < _h - 7; y += _step) {
+    for (x = 0; x < _w - 7; x += _step) {
+      int i;
+      int j;
+      float s_means[4];
+      float d_means[4];
+      float s_vars[4];
+      float d_vars[4];
+      float s_gmean = 0;
+      float d_gmean = 0;
+      float s_gvar = 0;
+      float d_gvar = 0;
+      float s_mask = 0;
+      float d_mask = 0;
+      for (i = 0; i < 4; i++)
+        s_means[i] = d_means[i] = s_vars[i] = d_vars[i] = 0;
+      for (i = 0; i < 8; i++) {
+        for (j = 0; j < 8; j++) {
+          int sub = ((i & 12) >> 2) + ((j & 12) >> 1);
+          dct_s[i * 8 + j] = _src[(y + i) * _systride + (j + x)];
+          dct_d[i * 8 + j] = _dst[(y + i) * _dystride + (j + x)];
+          s_gmean += dct_s[i * 8 + j];
+          d_gmean += dct_d[i * 8 + j];
+          s_means[sub] += dct_s[i * 8 + j];
+          d_means[sub] += dct_d[i * 8 + j];
+        }
+      }
+      s_gmean /= 64.f;
+      d_gmean /= 64.f;
+      for (i = 0; i < 4; i++)
+        s_means[i] /= 16.f;
+      for (i = 0; i < 4; i++)
+        d_means[i] /= 16.f;
+      for (i = 0; i < 8; i++) {
+        for (j = 0; j < 8; j++) {
+          int sub = ((i & 12) >> 2) + ((j & 12) >> 1);
+          s_gvar += (dct_s[i * 8 + j] - s_gmean) * (dct_s[i * 8 + j] - s_gmean);
+          d_gvar += (dct_d[i * 8 + j] - d_gmean) * (dct_d[i * 8 + j] - d_gmean);
+          s_vars[sub] += (dct_s[i * 8 + j] - s_means[sub])
+              * (dct_s[i * 8 + j] - s_means[sub]);
+          d_vars[sub] += (dct_d[i * 8 + j] - d_means[sub])
+              * (dct_d[i * 8 + j] - d_means[sub]);
+        }
+      }
+      s_gvar *= 1 / 63.f * 64;
+      d_gvar *= 1 / 63.f * 64;
+      for (i = 0; i < 4; i++)
+        s_vars[i] *= 1 / 15.f * 16;
+      for (i = 0; i < 4; i++)
+        d_vars[i] *= 1 / 15.f * 16;
+      if (s_gvar > 0)
+        s_gvar = (s_vars[0] + s_vars[1] + s_vars[2] + s_vars[3]) / s_gvar;
+      if (d_gvar > 0)
+        d_gvar = (d_vars[0] + d_vars[1] + d_vars[2] + d_vars[3]) / d_gvar;
+      od_bin_fdct8x8(dct_s, 8, dct_s, 8);
+      od_bin_fdct8x8(dct_d, 8, dct_d, 8);
+      for (i = 0; i < 8; i++)
+        for (j = (i == 0); j < 8; j++)
+          s_mask += dct_s[i * 8 + j] * dct_s[i * 8 + j] * mask[i][j];
+      for (i = 0; i < 8; i++)
+        for (j = (i == 0); j < 8; j++)
+          d_mask += dct_d[i * 8 + j] * dct_d[i * 8 + j] * mask[i][j];
+      s_mask = sqrt(s_mask * s_gvar) / 32.f;
+      d_mask = sqrt(d_mask * d_gvar) / 32.f;
+      if (d_mask > s_mask)
+        s_mask = d_mask;
+      for (i = 0; i < 8; i++) {
+        for (j = 0; j < 8; j++) {
+          float err;
+          err = fabs(dct_s[i * 8 + j] - dct_d[i * 8 + j]);
+          if (i != 0 || j != 0)
+            err = err < s_mask / mask[i][j] ? 0 : err - s_mask / mask[i][j];
+          ret += (err * _csf[i][j]) * (err * _csf[i][j]);
+          pixels++;
+        }
+      }
+    }
+  }
+  ret /= pixels;
+  return ret;
+}
+double vp9_psnrhvs(YV12_BUFFER_CONFIG *source, YV12_BUFFER_CONFIG *dest,
+                   double *y_psnrhvs, double *u_psnrhvs, double *v_psnrhvs) {
+  double psnrhvs;
+  double par = 1.0;
+  int step = 7;
+  vp9_clear_system_state();
+  *y_psnrhvs = calc_psnrhvs(source->y_buffer, source->y_stride, dest->y_buffer,
+                            dest->y_stride, par, source->y_crop_width,
+                            source->y_crop_height, step, csf_y);
+
+  *u_psnrhvs = calc_psnrhvs(source->u_buffer, source->uv_stride, dest->u_buffer,
+                            dest->uv_stride, par, source->uv_crop_width,
+                            source->uv_crop_height, step, csf_cb420);
+
+  *v_psnrhvs = calc_psnrhvs(source->v_buffer, source->uv_stride, dest->v_buffer,
+                            dest->uv_stride, par, source->uv_crop_width,
+                            source->uv_crop_height, step, csf_cr420);
+  psnrhvs = (*y_psnrhvs) * .8 + .1 * ((*u_psnrhvs) + (*v_psnrhvs));
+
+  return convert_score_db(psnrhvs, 1.0);
+}

diff --git a/vp9/encoder/vp9_ssim.h b/vp9/encoder/vp9_ssim.h
index b197f41d879683a709fea646b30b7feca5e2f95f..ed1bb83de8c0a5e4c10bd3b9d5d594590e5830c5 100644 (file)
--- a/vp9/encoder/vp9_ssim.h
+++ b/vp9/encoder/vp9_ssim.h
@@ -26,6 +26,9 @@ double vp9_calc_ssimg(YV12_BUFFER_CONFIG *source, YV12_BUFFER_CONFIG *dest,
 double vp9_calc_fastssim(YV12_BUFFER_CONFIG *source, YV12_BUFFER_CONFIG *dest,
                          double *ssim_y, double *ssim_u, double *ssim_v);
 
+double vp9_psnrhvs(YV12_BUFFER_CONFIG *source, YV12_BUFFER_CONFIG *dest,
+                   double *ssim_y, double *ssim_u, double *ssim_v);
+
 #if CONFIG_VP9_HIGHBITDEPTH
 double vp9_highbd_calc_ssim(YV12_BUFFER_CONFIG *source,
                             YV12_BUFFER_CONFIG *dest,

diff --git a/vp9/vp9cx.mk b/vp9/vp9cx.mk
index 8a5007b61466f91c056bde6811d675f9f9a2c4e8..39570b953016d8e835506ba6b6ace74b7fc9baf5 100644 (file)
--- a/vp9/vp9cx.mk
+++ b/vp9/vp9cx.mk
@@ -63,6 +63,7 @@ VP9_CX_SRCS-yes += encoder/vp9_mcomp.c
 VP9_CX_SRCS-yes += encoder/vp9_encoder.c
 VP9_CX_SRCS-yes += encoder/vp9_picklpf.c
 VP9_CX_SRCS-yes += encoder/vp9_picklpf.h
+VP9_CX_SRCS-$(CONFIG_INTERNAL_STATS) += encoder/vp9_psnrhvs.c
 VP9_CX_SRCS-yes += encoder/vp9_quantize.c
 VP9_CX_SRCS-yes += encoder/vp9_ratectrl.c
 VP9_CX_SRCS-yes += encoder/vp9_rd.c