OLD | NEW |
(Empty) | |
| 1 // Copyright 2014 Google Inc. All Rights Reserved. |
| 2 // |
| 3 // Use of this source code is governed by a BSD-style license |
| 4 // that can be found in the COPYING file in the root of the source |
| 5 // tree. An additional intellectual property rights grant can be found |
| 6 // in the file PATENTS. All contributing project authors may |
| 7 // be found in the AUTHORS file in the root of the source tree. |
| 8 // ----------------------------------------------------------------------------- |
| 9 // |
| 10 // WebPPicture tools for measuring distortion |
| 11 // |
| 12 // Author: Skal (pascal.massimino@gmail.com) |
| 13 |
| 14 #include <math.h> |
| 15 |
| 16 #include "./vp8enci.h" |
| 17 |
| 18 //------------------------------------------------------------------------------ |
| 19 // local-min distortion |
| 20 // |
| 21 // For every pixel in the *reference* picture, we search for the local best |
| 22 // match in the compressed image. This is not a symmetrical measure. |
| 23 |
| 24 #define RADIUS 2 // search radius. Shouldn't be too large. |
| 25 |
| 26 static float AccumulateLSIM(const uint8_t* src, int src_stride, |
| 27 const uint8_t* ref, int ref_stride, |
| 28 int w, int h) { |
| 29 int x, y; |
| 30 double total_sse = 0.; |
| 31 for (y = 0; y < h; ++y) { |
| 32 const int y_0 = (y - RADIUS < 0) ? 0 : y - RADIUS; |
| 33 const int y_1 = (y + RADIUS + 1 >= h) ? h : y + RADIUS + 1; |
| 34 for (x = 0; x < w; ++x) { |
| 35 const int x_0 = (x - RADIUS < 0) ? 0 : x - RADIUS; |
| 36 const int x_1 = (x + RADIUS + 1 >= w) ? w : x + RADIUS + 1; |
| 37 double best_sse = 255. * 255.; |
| 38 const double value = (double)ref[y * ref_stride + x]; |
| 39 int i, j; |
| 40 for (j = y_0; j < y_1; ++j) { |
| 41 const uint8_t* s = src + j * src_stride; |
| 42 for (i = x_0; i < x_1; ++i) { |
| 43 const double sse = (double)(s[i] - value) * (s[i] - value); |
| 44 if (sse < best_sse) best_sse = sse; |
| 45 } |
| 46 } |
| 47 total_sse += best_sse; |
| 48 } |
| 49 } |
| 50 return (float)total_sse; |
| 51 } |
| 52 #undef RADIUS |
| 53 |
| 54 //------------------------------------------------------------------------------ |
| 55 // Distortion |
| 56 |
| 57 // Max value returned in case of exact similarity. |
| 58 static const double kMinDistortion_dB = 99.; |
| 59 static float GetPSNR(const double v) { |
| 60 return (float)((v > 0.) ? -4.3429448 * log(v / (255 * 255.)) |
| 61 : kMinDistortion_dB); |
| 62 } |
| 63 |
| 64 int WebPPictureDistortion(const WebPPicture* src, const WebPPicture* ref, |
| 65 int type, float result[5]) { |
| 66 DistoStats stats[5]; |
| 67 int has_alpha; |
| 68 int uv_w, uv_h; |
| 69 |
| 70 if (src == NULL || ref == NULL || |
| 71 src->width != ref->width || src->height != ref->height || |
| 72 src->y == NULL || ref->y == NULL || |
| 73 src->u == NULL || ref->u == NULL || |
| 74 src->v == NULL || ref->v == NULL || |
| 75 result == NULL) { |
| 76 return 0; |
| 77 } |
| 78 // TODO(skal): provide distortion for ARGB too. |
| 79 if (src->use_argb == 1 || src->use_argb != ref->use_argb) { |
| 80 return 0; |
| 81 } |
| 82 |
| 83 has_alpha = !!(src->colorspace & WEBP_CSP_ALPHA_BIT); |
| 84 if (has_alpha != !!(ref->colorspace & WEBP_CSP_ALPHA_BIT) || |
| 85 (has_alpha && (src->a == NULL || ref->a == NULL))) { |
| 86 return 0; |
| 87 } |
| 88 |
| 89 memset(stats, 0, sizeof(stats)); |
| 90 |
| 91 uv_w = (src->width + 1) >> 1; |
| 92 uv_h = (src->height + 1) >> 1; |
| 93 if (type >= 2) { |
| 94 float sse[4]; |
| 95 sse[0] = AccumulateLSIM(src->y, src->y_stride, |
| 96 ref->y, ref->y_stride, src->width, src->height); |
| 97 sse[1] = AccumulateLSIM(src->u, src->uv_stride, |
| 98 ref->u, ref->uv_stride, uv_w, uv_h); |
| 99 sse[2] = AccumulateLSIM(src->v, src->uv_stride, |
| 100 ref->v, ref->uv_stride, uv_w, uv_h); |
| 101 sse[3] = has_alpha ? AccumulateLSIM(src->a, src->a_stride, |
| 102 ref->a, ref->a_stride, |
| 103 src->width, src->height) |
| 104 : 0.f; |
| 105 result[0] = GetPSNR(sse[0] / (src->width * src->height)); |
| 106 result[1] = GetPSNR(sse[1] / (uv_w * uv_h)); |
| 107 result[2] = GetPSNR(sse[2] / (uv_w * uv_h)); |
| 108 result[3] = GetPSNR(sse[3] / (src->width * src->height)); |
| 109 { |
| 110 double total_sse = sse[0] + sse[1] + sse[2]; |
| 111 int total_pixels = src->width * src->height + 2 * uv_w * uv_h; |
| 112 if (has_alpha) { |
| 113 total_pixels += src->width * src->height; |
| 114 total_sse += sse[3]; |
| 115 } |
| 116 result[4] = GetPSNR(total_sse / total_pixels); |
| 117 } |
| 118 } else { |
| 119 int c; |
| 120 VP8SSIMAccumulatePlane(src->y, src->y_stride, |
| 121 ref->y, ref->y_stride, |
| 122 src->width, src->height, &stats[0]); |
| 123 VP8SSIMAccumulatePlane(src->u, src->uv_stride, |
| 124 ref->u, ref->uv_stride, |
| 125 uv_w, uv_h, &stats[1]); |
| 126 VP8SSIMAccumulatePlane(src->v, src->uv_stride, |
| 127 ref->v, ref->uv_stride, |
| 128 uv_w, uv_h, &stats[2]); |
| 129 if (has_alpha) { |
| 130 VP8SSIMAccumulatePlane(src->a, src->a_stride, |
| 131 ref->a, ref->a_stride, |
| 132 src->width, src->height, &stats[3]); |
| 133 } |
| 134 for (c = 0; c <= 4; ++c) { |
| 135 if (type == 1) { |
| 136 const double v = VP8SSIMGet(&stats[c]); |
| 137 result[c] = (float)((v < 1.) ? -10.0 * log10(1. - v) |
| 138 : kMinDistortion_dB); |
| 139 } else { |
| 140 const double v = VP8SSIMGetSquaredError(&stats[c]); |
| 141 result[c] = GetPSNR(v); |
| 142 } |
| 143 // Accumulate forward |
| 144 if (c < 4) VP8SSIMAddStats(&stats[c], &stats[4]); |
| 145 } |
| 146 } |
| 147 return 1; |
| 148 } |
| 149 |
| 150 //------------------------------------------------------------------------------ |
OLD | NEW |