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| 1 // Copyright 2011 Google Inc. All Rights Reserved. | 1 // Copyright 2011 Google Inc. All Rights Reserved. |
| 2 // | 2 // |
| 3 // Use of this source code is governed by a BSD-style license | 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 | 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 | 5 // tree. An additional intellectual property rights grant can be found |
| 6 // in the file PATENTS. All contributing project authors may | 6 // in the file PATENTS. All contributing project authors may |
| 7 // be found in the AUTHORS file in the root of the source tree. | 7 // be found in the AUTHORS file in the root of the source tree. |
| 8 // ----------------------------------------------------------------------------- | 8 // ----------------------------------------------------------------------------- |
| 9 // | 9 // |
| 10 // Selecting filter level | 10 // Selecting filter level |
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| 100 VP8HFilter16i(y_dst, BPS, limit, ilevel, hev_thresh); | 100 VP8HFilter16i(y_dst, BPS, limit, ilevel, hev_thresh); |
| 101 VP8HFilter8i(u_dst, v_dst, BPS, limit, ilevel, hev_thresh); | 101 VP8HFilter8i(u_dst, v_dst, BPS, limit, ilevel, hev_thresh); |
| 102 VP8VFilter16i(y_dst, BPS, limit, ilevel, hev_thresh); | 102 VP8VFilter16i(y_dst, BPS, limit, ilevel, hev_thresh); |
| 103 VP8VFilter8i(u_dst, v_dst, BPS, limit, ilevel, hev_thresh); | 103 VP8VFilter8i(u_dst, v_dst, BPS, limit, ilevel, hev_thresh); |
| 104 } | 104 } |
| 105 } | 105 } |
| 106 | 106 |
| 107 //------------------------------------------------------------------------------ | 107 //------------------------------------------------------------------------------ |
| 108 // SSIM metric | 108 // SSIM metric |
| 109 | 109 |
| 110 enum { KERNEL = 3 }; | |
| 111 static const double kMinValue = 1.e-10; // minimal threshold | 110 static const double kMinValue = 1.e-10; // minimal threshold |
| 112 | 111 |
| 113 void VP8SSIMAddStats(const DistoStats* const src, DistoStats* const dst) { | 112 void VP8SSIMAddStats(const VP8DistoStats* const src, VP8DistoStats* const dst) { |
| 114 dst->w += src->w; | 113 dst->w += src->w; |
| 115 dst->xm += src->xm; | 114 dst->xm += src->xm; |
| 116 dst->ym += src->ym; | 115 dst->ym += src->ym; |
| 117 dst->xxm += src->xxm; | 116 dst->xxm += src->xxm; |
| 118 dst->xym += src->xym; | 117 dst->xym += src->xym; |
| 119 dst->yym += src->yym; | 118 dst->yym += src->yym; |
| 120 } | 119 } |
| 121 | 120 |
| 122 static void VP8SSIMAccumulate(const uint8_t* src1, int stride1, | 121 double VP8SSIMGet(const VP8DistoStats* const stats) { |
| 123 const uint8_t* src2, int stride2, | |
| 124 int xo, int yo, int W, int H, | |
| 125 DistoStats* const stats) { | |
| 126 const int ymin = (yo - KERNEL < 0) ? 0 : yo - KERNEL; | |
| 127 const int ymax = (yo + KERNEL > H - 1) ? H - 1 : yo + KERNEL; | |
| 128 const int xmin = (xo - KERNEL < 0) ? 0 : xo - KERNEL; | |
| 129 const int xmax = (xo + KERNEL > W - 1) ? W - 1 : xo + KERNEL; | |
| 130 int x, y; | |
| 131 src1 += ymin * stride1; | |
| 132 src2 += ymin * stride2; | |
| 133 for (y = ymin; y <= ymax; ++y, src1 += stride1, src2 += stride2) { | |
| 134 for (x = xmin; x <= xmax; ++x) { | |
| 135 const int s1 = src1[x]; | |
| 136 const int s2 = src2[x]; | |
| 137 stats->w += 1; | |
| 138 stats->xm += s1; | |
| 139 stats->ym += s2; | |
| 140 stats->xxm += s1 * s1; | |
| 141 stats->xym += s1 * s2; | |
| 142 stats->yym += s2 * s2; | |
| 143 } | |
| 144 } | |
| 145 } | |
| 146 | |
| 147 double VP8SSIMGet(const DistoStats* const stats) { | |
| 148 const double xmxm = stats->xm * stats->xm; | 122 const double xmxm = stats->xm * stats->xm; |
| 149 const double ymym = stats->ym * stats->ym; | 123 const double ymym = stats->ym * stats->ym; |
| 150 const double xmym = stats->xm * stats->ym; | 124 const double xmym = stats->xm * stats->ym; |
| 151 const double w2 = stats->w * stats->w; | 125 const double w2 = stats->w * stats->w; |
| 152 double sxx = stats->xxm * stats->w - xmxm; | 126 double sxx = stats->xxm * stats->w - xmxm; |
| 153 double syy = stats->yym * stats->w - ymym; | 127 double syy = stats->yym * stats->w - ymym; |
| 154 double sxy = stats->xym * stats->w - xmym; | 128 double sxy = stats->xym * stats->w - xmym; |
| 155 double C1, C2; | 129 double C1, C2; |
| 156 double fnum; | 130 double fnum; |
| 157 double fden; | 131 double fden; |
| 158 // small errors are possible, due to rounding. Clamp to zero. | 132 // small errors are possible, due to rounding. Clamp to zero. |
| 159 if (sxx < 0.) sxx = 0.; | 133 if (sxx < 0.) sxx = 0.; |
| 160 if (syy < 0.) syy = 0.; | 134 if (syy < 0.) syy = 0.; |
| 161 C1 = 6.5025 * w2; | 135 C1 = 6.5025 * w2; |
| 162 C2 = 58.5225 * w2; | 136 C2 = 58.5225 * w2; |
| 163 fnum = (2 * xmym + C1) * (2 * sxy + C2); | 137 fnum = (2 * xmym + C1) * (2 * sxy + C2); |
| 164 fden = (xmxm + ymym + C1) * (sxx + syy + C2); | 138 fden = (xmxm + ymym + C1) * (sxx + syy + C2); |
| 165 return (fden != 0.) ? fnum / fden : kMinValue; | 139 return (fden != 0.) ? fnum / fden : kMinValue; |
| 166 } | 140 } |
| 167 | 141 |
| 168 double VP8SSIMGetSquaredError(const DistoStats* const s) { | 142 double VP8SSIMGetSquaredError(const VP8DistoStats* const s) { |
| 169 if (s->w > 0.) { | 143 if (s->w > 0.) { |
| 170 const double iw2 = 1. / (s->w * s->w); | 144 const double iw2 = 1. / (s->w * s->w); |
| 171 const double sxx = s->xxm * s->w - s->xm * s->xm; | 145 const double sxx = s->xxm * s->w - s->xm * s->xm; |
| 172 const double syy = s->yym * s->w - s->ym * s->ym; | 146 const double syy = s->yym * s->w - s->ym * s->ym; |
| 173 const double sxy = s->xym * s->w - s->xm * s->ym; | 147 const double sxy = s->xym * s->w - s->xm * s->ym; |
| 174 const double SSE = iw2 * (sxx + syy - 2. * sxy); | 148 const double SSE = iw2 * (sxx + syy - 2. * sxy); |
| 175 if (SSE > kMinValue) return SSE; | 149 if (SSE > kMinValue) return SSE; |
| 176 } | 150 } |
| 177 return kMinValue; | 151 return kMinValue; |
| 178 } | 152 } |
| 179 | 153 |
| 154 #define LIMIT(A, M) ((A) > (M) ? (M) : (A)) |
| 155 static void VP8SSIMAccumulateRow(const uint8_t* src1, int stride1, |
| 156 const uint8_t* src2, int stride2, |
| 157 int y, int W, int H, |
| 158 VP8DistoStats* const stats) { |
| 159 int x = 0; |
| 160 const int w0 = LIMIT(VP8_SSIM_KERNEL, W); |
| 161 for (x = 0; x < w0; ++x) { |
| 162 VP8SSIMAccumulateClipped(src1, stride1, src2, stride2, x, y, W, H, stats); |
| 163 } |
| 164 for (; x <= W - 8 + VP8_SSIM_KERNEL; ++x) { |
| 165 VP8SSIMAccumulate( |
| 166 src1 + (y - VP8_SSIM_KERNEL) * stride1 + (x - VP8_SSIM_KERNEL), stride1, |
| 167 src2 + (y - VP8_SSIM_KERNEL) * stride2 + (x - VP8_SSIM_KERNEL), stride2, |
| 168 stats); |
| 169 } |
| 170 for (; x < W; ++x) { |
| 171 VP8SSIMAccumulateClipped(src1, stride1, src2, stride2, x, y, W, H, stats); |
| 172 } |
| 173 } |
| 174 |
| 180 void VP8SSIMAccumulatePlane(const uint8_t* src1, int stride1, | 175 void VP8SSIMAccumulatePlane(const uint8_t* src1, int stride1, |
| 181 const uint8_t* src2, int stride2, | 176 const uint8_t* src2, int stride2, |
| 182 int W, int H, DistoStats* const stats) { | 177 int W, int H, VP8DistoStats* const stats) { |
| 183 int x, y; | 178 int x, y; |
| 184 for (y = 0; y < H; ++y) { | 179 const int h0 = LIMIT(VP8_SSIM_KERNEL, H); |
| 180 const int h1 = LIMIT(VP8_SSIM_KERNEL, H - VP8_SSIM_KERNEL); |
| 181 for (y = 0; y < h0; ++y) { |
| 185 for (x = 0; x < W; ++x) { | 182 for (x = 0; x < W; ++x) { |
| 186 VP8SSIMAccumulate(src1, stride1, src2, stride2, x, y, W, H, stats); | 183 VP8SSIMAccumulateClipped(src1, stride1, src2, stride2, x, y, W, H, stats); |
| 184 } |
| 185 } |
| 186 for (; y < h1; ++y) { |
| 187 VP8SSIMAccumulateRow(src1, stride1, src2, stride2, y, W, H, stats); |
| 188 } |
| 189 for (; y < H; ++y) { |
| 190 for (x = 0; x < W; ++x) { |
| 191 VP8SSIMAccumulateClipped(src1, stride1, src2, stride2, x, y, W, H, stats); |
| 187 } | 192 } |
| 188 } | 193 } |
| 189 } | 194 } |
| 195 #undef LIMIT |
| 190 | 196 |
| 191 static double GetMBSSIM(const uint8_t* yuv1, const uint8_t* yuv2) { | 197 static double GetMBSSIM(const uint8_t* yuv1, const uint8_t* yuv2) { |
| 192 int x, y; | 198 int x, y; |
| 193 DistoStats s = { .0, .0, .0, .0, .0, .0 }; | 199 VP8DistoStats s = { .0, .0, .0, .0, .0, .0 }; |
| 194 | 200 |
| 195 // compute SSIM in a 10 x 10 window | 201 // compute SSIM in a 10 x 10 window |
| 196 for (x = 3; x < 13; x++) { | 202 for (y = VP8_SSIM_KERNEL; y < 16 - VP8_SSIM_KERNEL; y++) { |
| 197 for (y = 3; y < 13; y++) { | 203 for (x = VP8_SSIM_KERNEL; x < 16 - VP8_SSIM_KERNEL; x++) { |
| 198 VP8SSIMAccumulate(yuv1 + Y_OFF_ENC, BPS, yuv2 + Y_OFF_ENC, BPS, | 204 VP8SSIMAccumulateClipped(yuv1 + Y_OFF_ENC, BPS, yuv2 + Y_OFF_ENC, BPS, |
| 199 x, y, 16, 16, &s); | 205 x, y, 16, 16, &s); |
| 200 } | 206 } |
| 201 } | 207 } |
| 202 for (x = 1; x < 7; x++) { | 208 for (x = 1; x < 7; x++) { |
| 203 for (y = 1; y < 7; y++) { | 209 for (y = 1; y < 7; y++) { |
| 204 VP8SSIMAccumulate(yuv1 + U_OFF_ENC, BPS, yuv2 + U_OFF_ENC, BPS, | 210 VP8SSIMAccumulateClipped(yuv1 + U_OFF_ENC, BPS, yuv2 + U_OFF_ENC, BPS, |
| 205 x, y, 8, 8, &s); | 211 x, y, 8, 8, &s); |
| 206 VP8SSIMAccumulate(yuv1 + V_OFF_ENC, BPS, yuv2 + V_OFF_ENC, BPS, | 212 VP8SSIMAccumulateClipped(yuv1 + V_OFF_ENC, BPS, yuv2 + V_OFF_ENC, BPS, |
| 207 x, y, 8, 8, &s); | 213 x, y, 8, 8, &s); |
| 208 } | 214 } |
| 209 } | 215 } |
| 210 return VP8SSIMGet(&s); | 216 return VP8SSIMGet(&s); |
| 211 } | 217 } |
| 212 | 218 |
| 213 //------------------------------------------------------------------------------ | 219 //------------------------------------------------------------------------------ |
| 214 // Exposed APIs: Encoder should call the following 3 functions to adjust | 220 // Exposed APIs: Encoder should call the following 3 functions to adjust |
| 215 // loop filter strength | 221 // loop filter strength |
| 216 | 222 |
| 217 void VP8InitFilter(VP8EncIterator* const it) { | 223 void VP8InitFilter(VP8EncIterator* const it) { |
| 218 if (it->lf_stats_ != NULL) { | 224 if (it->lf_stats_ != NULL) { |
| 219 int s, i; | 225 int s, i; |
| 220 for (s = 0; s < NUM_MB_SEGMENTS; s++) { | 226 for (s = 0; s < NUM_MB_SEGMENTS; s++) { |
| 221 for (i = 0; i < MAX_LF_LEVELS; i++) { | 227 for (i = 0; i < MAX_LF_LEVELS; i++) { |
| 222 (*it->lf_stats_)[s][i] = 0; | 228 (*it->lf_stats_)[s][i] = 0; |
| 223 } | 229 } |
| 224 } | 230 } |
| 231 VP8SSIMDspInit(); |
| 225 } | 232 } |
| 226 } | 233 } |
| 227 | 234 |
| 228 void VP8StoreFilterStats(VP8EncIterator* const it) { | 235 void VP8StoreFilterStats(VP8EncIterator* const it) { |
| 229 int d; | 236 int d; |
| 230 VP8Encoder* const enc = it->enc_; | 237 VP8Encoder* const enc = it->enc_; |
| 231 const int s = it->mb_->segment_; | 238 const int s = it->mb_->segment_; |
| 232 const int level0 = enc->dqm_[s].fstrength_; | 239 const int level0 = enc->dqm_[s].fstrength_; |
| 233 | 240 |
| 234 // explore +/-quant range of values around level0 | 241 // explore +/-quant range of values around level0 |
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| 290 } | 297 } |
| 291 if (max_level < dqm->fstrength_) { | 298 if (max_level < dqm->fstrength_) { |
| 292 max_level = dqm->fstrength_; | 299 max_level = dqm->fstrength_; |
| 293 } | 300 } |
| 294 } | 301 } |
| 295 enc->filter_hdr_.level_ = max_level; | 302 enc->filter_hdr_.level_ = max_level; |
| 296 } | 303 } |
| 297 } | 304 } |
| 298 | 305 |
| 299 // ----------------------------------------------------------------------------- | 306 // ----------------------------------------------------------------------------- |
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