| Line | Branch | Exec | Source |
|---|---|---|---|
| 1 | /* | ||
| 2 | * Copyright (c) 2003-2013 Loren Merritt | ||
| 3 | * Copyright (c) 2015 Paul B Mahol | ||
| 4 | * | ||
| 5 | * This file is part of FFmpeg. | ||
| 6 | * | ||
| 7 | * FFmpeg is free software; you can redistribute it and/or | ||
| 8 | * modify it under the terms of the GNU Lesser General Public | ||
| 9 | * License as published by the Free Software Foundation; either | ||
| 10 | * version 2.1 of the License, or (at your option) any later version. | ||
| 11 | * | ||
| 12 | * FFmpeg is distributed in the hope that it will be useful, | ||
| 13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of | ||
| 14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU | ||
| 15 | * Lesser General Public License for more details. | ||
| 16 | * | ||
| 17 | * You should have received a copy of the GNU Lesser General Public | ||
| 18 | * License along with FFmpeg; if not, write to the Free Software | ||
| 19 | * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA | ||
| 20 | */ | ||
| 21 | |||
| 22 | /* Computes the Structural Similarity Metric between two video streams. | ||
| 23 | * original algorithm: | ||
| 24 | * Z. Wang, A. C. Bovik, H. R. Sheikh and E. P. Simoncelli, | ||
| 25 | * "Image quality assessment: From error visibility to structural similarity," | ||
| 26 | * IEEE Transactions on Image Processing, vol. 13, no. 4, pp. 600-612, Apr. 2004. | ||
| 27 | * | ||
| 28 | * To improve speed, this implementation uses the standard approximation of | ||
| 29 | * overlapped 8x8 block sums, rather than the original gaussian weights. | ||
| 30 | */ | ||
| 31 | |||
| 32 | /* | ||
| 33 | * @file | ||
| 34 | * Calculate the SSIM between two input videos. | ||
| 35 | */ | ||
| 36 | |||
| 37 | #include "libavutil/avstring.h" | ||
| 38 | #include "libavutil/file_open.h" | ||
| 39 | #include "libavutil/mem.h" | ||
| 40 | #include "libavutil/opt.h" | ||
| 41 | #include "libavutil/pixdesc.h" | ||
| 42 | #include "avfilter.h" | ||
| 43 | #include "drawutils.h" | ||
| 44 | #include "filters.h" | ||
| 45 | #include "framesync.h" | ||
| 46 | #include "ssim.h" | ||
| 47 | |||
| 48 | typedef struct SSIMContext { | ||
| 49 | const AVClass *class; | ||
| 50 | FFFrameSync fs; | ||
| 51 | FILE *stats_file; | ||
| 52 | char *stats_file_str; | ||
| 53 | int nb_components; | ||
| 54 | int nb_threads; | ||
| 55 | int max; | ||
| 56 | uint64_t nb_frames; | ||
| 57 | double ssim[4], ssim_total; | ||
| 58 | char comps[4]; | ||
| 59 | double coefs[4]; | ||
| 60 | uint8_t rgba_map[4]; | ||
| 61 | int planewidth[4]; | ||
| 62 | int planeheight[4]; | ||
| 63 | int **temp; | ||
| 64 | int is_rgb; | ||
| 65 | double **score; | ||
| 66 | int (*ssim_plane)(AVFilterContext *ctx, void *arg, | ||
| 67 | int jobnr, int nb_jobs); | ||
| 68 | SSIMDSPContext dsp; | ||
| 69 | } SSIMContext; | ||
| 70 | |||
| 71 | #define OFFSET(x) offsetof(SSIMContext, x) | ||
| 72 | #define FLAGS AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_VIDEO_PARAM | ||
| 73 | |||
| 74 | static const AVOption ssim_options[] = { | ||
| 75 | {"stats_file", "Set file where to store per-frame difference information", OFFSET(stats_file_str), AV_OPT_TYPE_STRING, {.str=NULL}, 0, 0, FLAGS }, | ||
| 76 | {"f", "Set file where to store per-frame difference information", OFFSET(stats_file_str), AV_OPT_TYPE_STRING, {.str=NULL}, 0, 0, FLAGS }, | ||
| 77 | { NULL } | ||
| 78 | }; | ||
| 79 | |||
| 80 |
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8 | FRAMESYNC_DEFINE_CLASS(ssim, SSIMContext, fs); |
| 81 | |||
| 82 | 50 | static void set_meta(AVDictionary **metadata, const char *key, char comp, float d) | |
| 83 | { | ||
| 84 | char value[128]; | ||
| 85 | 50 | snprintf(value, sizeof(value), "%f", d); | |
| 86 |
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50 | if (comp) { |
| 87 | char key2[128]; | ||
| 88 | 30 | snprintf(key2, sizeof(key2), "%s%c", key, comp); | |
| 89 | 30 | av_dict_set(metadata, key2, value, 0); | |
| 90 | } else { | ||
| 91 | 20 | av_dict_set(metadata, key, value, 0); | |
| 92 | } | ||
| 93 | 50 | } | |
| 94 | |||
| 95 | ✗ | static void ssim_4x4xn_16bit(const uint8_t *main8, ptrdiff_t main_stride, | |
| 96 | const uint8_t *ref8, ptrdiff_t ref_stride, | ||
| 97 | int64_t (*sums)[4], int width) | ||
| 98 | { | ||
| 99 | ✗ | const uint16_t *main16 = (const uint16_t *)main8; | |
| 100 | ✗ | const uint16_t *ref16 = (const uint16_t *)ref8; | |
| 101 | int x, y, z; | ||
| 102 | |||
| 103 | ✗ | main_stride >>= 1; | |
| 104 | ✗ | ref_stride >>= 1; | |
| 105 | |||
| 106 | ✗ | for (z = 0; z < width; z++) { | |
| 107 | ✗ | uint64_t s1 = 0, s2 = 0, ss = 0, s12 = 0; | |
| 108 | |||
| 109 | ✗ | for (y = 0; y < 4; y++) { | |
| 110 | ✗ | for (x = 0; x < 4; x++) { | |
| 111 | ✗ | unsigned a = main16[x + y * main_stride]; | |
| 112 | ✗ | unsigned b = ref16[x + y * ref_stride]; | |
| 113 | |||
| 114 | ✗ | s1 += a; | |
| 115 | ✗ | s2 += b; | |
| 116 | ✗ | ss += a*a; | |
| 117 | ✗ | ss += b*b; | |
| 118 | ✗ | s12 += a*b; | |
| 119 | } | ||
| 120 | } | ||
| 121 | |||
| 122 | ✗ | sums[z][0] = s1; | |
| 123 | ✗ | sums[z][1] = s2; | |
| 124 | ✗ | sums[z][2] = ss; | |
| 125 | ✗ | sums[z][3] = s12; | |
| 126 | ✗ | main16 += 4; | |
| 127 | ✗ | ref16 += 4; | |
| 128 | } | ||
| 129 | ✗ | } | |
| 130 | |||
| 131 | 1740 | static void ssim_4x4xn_8bit(const uint8_t *main, ptrdiff_t main_stride, | |
| 132 | const uint8_t *ref, ptrdiff_t ref_stride, | ||
| 133 | int (*sums)[4], int width) | ||
| 134 | { | ||
| 135 | int x, y, z; | ||
| 136 | |||
| 137 |
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110200 | for (z = 0; z < width; z++) { |
| 138 | 108460 | uint32_t s1 = 0, s2 = 0, ss = 0, s12 = 0; | |
| 139 | |||
| 140 |
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542300 | for (y = 0; y < 4; y++) { |
| 141 |
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2169200 | for (x = 0; x < 4; x++) { |
| 142 | 1735360 | int a = main[x + y * main_stride]; | |
| 143 | 1735360 | int b = ref[x + y * ref_stride]; | |
| 144 | |||
| 145 | 1735360 | s1 += a; | |
| 146 | 1735360 | s2 += b; | |
| 147 | 1735360 | ss += a*a; | |
| 148 | 1735360 | ss += b*b; | |
| 149 | 1735360 | s12 += a*b; | |
| 150 | } | ||
| 151 | } | ||
| 152 | |||
| 153 | 108460 | sums[z][0] = s1; | |
| 154 | 108460 | sums[z][1] = s2; | |
| 155 | 108460 | sums[z][2] = ss; | |
| 156 | 108460 | sums[z][3] = s12; | |
| 157 | 108460 | main += 4; | |
| 158 | 108460 | ref += 4; | |
| 159 | } | ||
| 160 | 1740 | } | |
| 161 | |||
| 162 | ✗ | static float ssim_end1x(int64_t s1, int64_t s2, int64_t ss, int64_t s12, int max) | |
| 163 | { | ||
| 164 | ✗ | int64_t ssim_c1 = (int64_t)(.01*.01*max*max*64 + .5); | |
| 165 | ✗ | int64_t ssim_c2 = (int64_t)(.03*.03*max*max*64*63 + .5); | |
| 166 | |||
| 167 | ✗ | int64_t fs1 = s1; | |
| 168 | ✗ | int64_t fs2 = s2; | |
| 169 | ✗ | int64_t fss = ss; | |
| 170 | ✗ | int64_t fs12 = s12; | |
| 171 | ✗ | int64_t vars = fss * 64 - fs1 * fs1 - fs2 * fs2; | |
| 172 | ✗ | int64_t covar = fs12 * 64 - fs1 * fs2; | |
| 173 | |||
| 174 | ✗ | return (float)(2 * fs1 * fs2 + ssim_c1) * (float)(2 * covar + ssim_c2) | |
| 175 | ✗ | / ((float)(fs1 * fs1 + fs2 * fs2 + ssim_c1) * (float)(vars + ssim_c2)); | |
| 176 | } | ||
| 177 | |||
| 178 | 90160 | static float ssim_end1(int s1, int s2, int ss, int s12) | |
| 179 | { | ||
| 180 | static const int ssim_c1 = (int)(.01*.01*255*255*64 + .5); | ||
| 181 | static const int ssim_c2 = (int)(.03*.03*255*255*64*63 + .5); | ||
| 182 | |||
| 183 | 90160 | int fs1 = s1; | |
| 184 | 90160 | int fs2 = s2; | |
| 185 | 90160 | int fss = ss; | |
| 186 | 90160 | int fs12 = s12; | |
| 187 | 90160 | int vars = fss * 64 - fs1 * fs1 - fs2 * fs2; | |
| 188 | 90160 | int covar = fs12 * 64 - fs1 * fs2; | |
| 189 | |||
| 190 | 90160 | return (float)(2 * fs1 * fs2 + ssim_c1) * (float)(2 * covar + ssim_c2) | |
| 191 | 90160 | / ((float)(fs1 * fs1 + fs2 * fs2 + ssim_c1) * (float)(vars + ssim_c2)); | |
| 192 | } | ||
| 193 | |||
| 194 | ✗ | static float ssim_endn_16bit(const int64_t (*sum0)[4], const int64_t (*sum1)[4], int width, int max) | |
| 195 | { | ||
| 196 | ✗ | float ssim = 0.0; | |
| 197 | |||
| 198 | ✗ | for (int i = 0; i < width; i++) | |
| 199 | ✗ | ssim += ssim_end1x(sum0[i][0] + sum0[i + 1][0] + sum1[i][0] + sum1[i + 1][0], | |
| 200 | ✗ | sum0[i][1] + sum0[i + 1][1] + sum1[i][1] + sum1[i + 1][1], | |
| 201 | ✗ | sum0[i][2] + sum0[i + 1][2] + sum1[i][2] + sum1[i + 1][2], | |
| 202 | ✗ | sum0[i][3] + sum0[i + 1][3] + sum1[i][3] + sum1[i + 1][3], | |
| 203 | max); | ||
| 204 | ✗ | return ssim; | |
| 205 | } | ||
| 206 | |||
| 207 | 1470 | static double ssim_endn_8bit(const int (*sum0)[4], const int (*sum1)[4], int width) | |
| 208 | { | ||
| 209 | 1470 | double ssim = 0.0; | |
| 210 | |||
| 211 |
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91630 | for (int i = 0; i < width; i++) |
| 212 | 90160 | ssim += ssim_end1(sum0[i][0] + sum0[i + 1][0] + sum1[i][0] + sum1[i + 1][0], | |
| 213 | 90160 | sum0[i][1] + sum0[i + 1][1] + sum1[i][1] + sum1[i + 1][1], | |
| 214 | 90160 | sum0[i][2] + sum0[i + 1][2] + sum1[i][2] + sum1[i + 1][2], | |
| 215 | 90160 | sum0[i][3] + sum0[i + 1][3] + sum1[i][3] + sum1[i + 1][3]); | |
| 216 | 1470 | return ssim; | |
| 217 | } | ||
| 218 | |||
| 219 | #define SUM_LEN(w) (((w) >> 2) + 3) | ||
| 220 | |||
| 221 | typedef struct ThreadData { | ||
| 222 | const uint8_t *main_data[4]; | ||
| 223 | const uint8_t *ref_data[4]; | ||
| 224 | int main_linesize[4]; | ||
| 225 | int ref_linesize[4]; | ||
| 226 | int planewidth[4]; | ||
| 227 | int planeheight[4]; | ||
| 228 | double **score; | ||
| 229 | int **temp; | ||
| 230 | int nb_components; | ||
| 231 | int max; | ||
| 232 | SSIMDSPContext *dsp; | ||
| 233 | } ThreadData; | ||
| 234 | |||
| 235 | ✗ | static int ssim_plane_16bit(AVFilterContext *ctx, void *arg, | |
| 236 | int jobnr, int nb_jobs) | ||
| 237 | { | ||
| 238 | ✗ | ThreadData *td = arg; | |
| 239 | ✗ | double *score = td->score[jobnr]; | |
| 240 | ✗ | void *temp = td->temp[jobnr]; | |
| 241 | ✗ | const int max = td->max; | |
| 242 | |||
| 243 | ✗ | for (int c = 0; c < td->nb_components; c++) { | |
| 244 | ✗ | const uint8_t *main_data = td->main_data[c]; | |
| 245 | ✗ | const uint8_t *ref_data = td->ref_data[c]; | |
| 246 | ✗ | const int main_stride = td->main_linesize[c]; | |
| 247 | ✗ | const int ref_stride = td->ref_linesize[c]; | |
| 248 | ✗ | int width = td->planewidth[c]; | |
| 249 | ✗ | int height = td->planeheight[c]; | |
| 250 | ✗ | const int slice_start = ((height >> 2) * jobnr) / nb_jobs; | |
| 251 | ✗ | const int slice_end = ((height >> 2) * (jobnr+1)) / nb_jobs; | |
| 252 | ✗ | const int ystart = FFMAX(1, slice_start); | |
| 253 | ✗ | int z = ystart - 1; | |
| 254 | ✗ | double ssim = 0.0; | |
| 255 | ✗ | int64_t (*sum0)[4] = temp; | |
| 256 | ✗ | int64_t (*sum1)[4] = sum0 + SUM_LEN(width); | |
| 257 | |||
| 258 | ✗ | width >>= 2; | |
| 259 | ✗ | height >>= 2; | |
| 260 | |||
| 261 | ✗ | for (int y = ystart; y < slice_end; y++) { | |
| 262 | ✗ | for (; z <= y; z++) { | |
| 263 | ✗ | FFSWAP(void*, sum0, sum1); | |
| 264 | ✗ | ssim_4x4xn_16bit(&main_data[4 * z * main_stride], main_stride, | |
| 265 | ✗ | &ref_data[4 * z * ref_stride], ref_stride, | |
| 266 | sum0, width); | ||
| 267 | } | ||
| 268 | |||
| 269 | ✗ | ssim += ssim_endn_16bit((const int64_t (*)[4])sum0, (const int64_t (*)[4])sum1, width - 1, max); | |
| 270 | } | ||
| 271 | |||
| 272 | ✗ | score[c] = ssim; | |
| 273 | } | ||
| 274 | |||
| 275 | ✗ | return 0; | |
| 276 | } | ||
| 277 | |||
| 278 | 90 | static int ssim_plane(AVFilterContext *ctx, void *arg, | |
| 279 | int jobnr, int nb_jobs) | ||
| 280 | { | ||
| 281 | 90 | ThreadData *td = arg; | |
| 282 | 90 | double *score = td->score[jobnr]; | |
| 283 | 90 | void *temp = td->temp[jobnr]; | |
| 284 | 90 | SSIMDSPContext *dsp = td->dsp; | |
| 285 | |||
| 286 |
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360 | for (int c = 0; c < td->nb_components; c++) { |
| 287 | 270 | const uint8_t *main_data = td->main_data[c]; | |
| 288 | 270 | const uint8_t *ref_data = td->ref_data[c]; | |
| 289 | 270 | const int main_stride = td->main_linesize[c]; | |
| 290 | 270 | const int ref_stride = td->ref_linesize[c]; | |
| 291 | 270 | int width = td->planewidth[c]; | |
| 292 | 270 | int height = td->planeheight[c]; | |
| 293 | 270 | const int slice_start = ((height >> 2) * jobnr) / nb_jobs; | |
| 294 | 270 | const int slice_end = ((height >> 2) * (jobnr+1)) / nb_jobs; | |
| 295 | 270 | const int ystart = FFMAX(1, slice_start); | |
| 296 | 270 | int z = ystart - 1; | |
| 297 | 270 | double ssim = 0.0; | |
| 298 | 270 | int (*sum0)[4] = temp; | |
| 299 | 270 | int (*sum1)[4] = sum0 + SUM_LEN(width); | |
| 300 | |||
| 301 | 270 | width >>= 2; | |
| 302 | 270 | height >>= 2; | |
| 303 | |||
| 304 |
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1740 | for (int y = ystart; y < slice_end; y++) { |
| 305 |
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3210 | for (; z <= y; z++) { |
| 306 | 1740 | FFSWAP(void*, sum0, sum1); | |
| 307 | 1740 | dsp->ssim_4x4_line(&main_data[4 * z * main_stride], main_stride, | |
| 308 | 1740 | &ref_data[4 * z * ref_stride], ref_stride, | |
| 309 | sum0, width); | ||
| 310 | } | ||
| 311 | |||
| 312 | 1470 | ssim += dsp->ssim_end_line((const int (*)[4])sum0, (const int (*)[4])sum1, width - 1); | |
| 313 | } | ||
| 314 | |||
| 315 | 270 | score[c] = ssim; | |
| 316 | } | ||
| 317 | |||
| 318 | 90 | return 0; | |
| 319 | } | ||
| 320 | |||
| 321 | 18 | static double ssim_db(double ssim, double weight) | |
| 322 | { | ||
| 323 |
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18 | return (fabs(weight - ssim) > 1e-9) ? 10.0 * log10(weight / (weight - ssim)) : INFINITY; |
| 324 | } | ||
| 325 | |||
| 326 | 10 | static int do_ssim(FFFrameSync *fs) | |
| 327 | { | ||
| 328 | 10 | AVFilterContext *ctx = fs->parent; | |
| 329 | 10 | SSIMContext *s = ctx->priv; | |
| 330 | AVFrame *master, *ref; | ||
| 331 | AVDictionary **metadata; | ||
| 332 | 10 | double c[4] = {0}, ssimv = 0.0; | |
| 333 | ThreadData td; | ||
| 334 | int ret, i; | ||
| 335 | |||
| 336 | 10 | ret = ff_framesync_dualinput_get(fs, &master, &ref); | |
| 337 |
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10 | if (ret < 0) |
| 338 | ✗ | return ret; | |
| 339 |
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10 | if (ctx->is_disabled || !ref) |
| 340 | ✗ | return ff_filter_frame(ctx->outputs[0], master); | |
| 341 | 10 | metadata = &master->metadata; | |
| 342 | |||
| 343 | 10 | s->nb_frames++; | |
| 344 | |||
| 345 | 10 | td.nb_components = s->nb_components; | |
| 346 | 10 | td.dsp = &s->dsp; | |
| 347 | 10 | td.score = s->score; | |
| 348 | 10 | td.temp = s->temp; | |
| 349 | 10 | td.max = s->max; | |
| 350 | |||
| 351 |
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40 | for (int n = 0; n < s->nb_components; n++) { |
| 352 | 30 | td.main_data[n] = master->data[n]; | |
| 353 | 30 | td.ref_data[n] = ref->data[n]; | |
| 354 | 30 | td.main_linesize[n] = master->linesize[n]; | |
| 355 | 30 | td.ref_linesize[n] = ref->linesize[n]; | |
| 356 | 30 | td.planewidth[n] = s->planewidth[n]; | |
| 357 | 30 | td.planeheight[n] = s->planeheight[n]; | |
| 358 | } | ||
| 359 | |||
| 360 |
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10 | if (master->color_range != ref->color_range) { |
| 361 | ✗ | av_log(ctx, AV_LOG_WARNING, "master and reference " | |
| 362 | "frames use different color ranges (%s != %s)\n", | ||
| 363 | ✗ | av_color_range_name(master->color_range), | |
| 364 | ✗ | av_color_range_name(ref->color_range)); | |
| 365 | } | ||
| 366 | |||
| 367 | 10 | ff_filter_execute(ctx, s->ssim_plane, &td, NULL, | |
| 368 | 10 | FFMIN((s->planeheight[1] + 3) >> 2, s->nb_threads)); | |
| 369 | |||
| 370 |
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40 | for (i = 0; i < s->nb_components; i++) { |
| 371 |
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300 | for (int j = 0; j < s->nb_threads; j++) |
| 372 | 270 | c[i] += s->score[j][i]; | |
| 373 | 30 | c[i] = c[i] / (((s->planewidth[i] >> 2) - 1) * ((s->planeheight[i] >> 2) - 1)); | |
| 374 | } | ||
| 375 | |||
| 376 |
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40 | for (i = 0; i < s->nb_components; i++) { |
| 377 | 30 | ssimv += s->coefs[i] * c[i]; | |
| 378 | 30 | s->ssim[i] += c[i]; | |
| 379 | } | ||
| 380 | |||
| 381 |
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40 | for (i = 0; i < s->nb_components; i++) { |
| 382 |
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30 | int cidx = s->is_rgb ? s->rgba_map[i] : i; |
| 383 | 30 | set_meta(metadata, "lavfi.ssim.", s->comps[i], c[cidx]); | |
| 384 | } | ||
| 385 | 10 | s->ssim_total += ssimv; | |
| 386 | |||
| 387 | 10 | set_meta(metadata, "lavfi.ssim.All", 0, ssimv); | |
| 388 | 10 | set_meta(metadata, "lavfi.ssim.dB", 0, ssim_db(ssimv, 1.0)); | |
| 389 | |||
| 390 |
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10 | if (s->stats_file) { |
| 391 | ✗ | fprintf(s->stats_file, "n:%"PRId64" ", s->nb_frames); | |
| 392 | |||
| 393 | ✗ | for (i = 0; i < s->nb_components; i++) { | |
| 394 | ✗ | int cidx = s->is_rgb ? s->rgba_map[i] : i; | |
| 395 | ✗ | fprintf(s->stats_file, "%c:%f ", s->comps[i], c[cidx]); | |
| 396 | } | ||
| 397 | |||
| 398 | ✗ | fprintf(s->stats_file, "All:%f (%f)\n", ssimv, ssim_db(ssimv, 1.0)); | |
| 399 | } | ||
| 400 | |||
| 401 | 10 | return ff_filter_frame(ctx->outputs[0], master); | |
| 402 | } | ||
| 403 | |||
| 404 | 4 | static av_cold int init(AVFilterContext *ctx) | |
| 405 | { | ||
| 406 | 4 | SSIMContext *s = ctx->priv; | |
| 407 | |||
| 408 |
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4 | if (s->stats_file_str) { |
| 409 | ✗ | if (!strcmp(s->stats_file_str, "-")) { | |
| 410 | ✗ | s->stats_file = stdout; | |
| 411 | } else { | ||
| 412 | ✗ | s->stats_file = avpriv_fopen_utf8(s->stats_file_str, "w"); | |
| 413 | ✗ | if (!s->stats_file) { | |
| 414 | ✗ | int err = AVERROR(errno); | |
| 415 | ✗ | av_log(ctx, AV_LOG_ERROR, "Could not open stats file %s: %s\n", | |
| 416 | ✗ | s->stats_file_str, av_err2str(err)); | |
| 417 | ✗ | return err; | |
| 418 | } | ||
| 419 | } | ||
| 420 | } | ||
| 421 | |||
| 422 | 4 | s->fs.on_event = do_ssim; | |
| 423 | 4 | return 0; | |
| 424 | } | ||
| 425 | |||
| 426 | static const enum AVPixelFormat pix_fmts[] = { | ||
| 427 | AV_PIX_FMT_GRAY8, AV_PIX_FMT_GRAY9, AV_PIX_FMT_GRAY10, | ||
| 428 | AV_PIX_FMT_GRAY12, AV_PIX_FMT_GRAY14, AV_PIX_FMT_GRAY16, | ||
| 429 | AV_PIX_FMT_YUV420P, AV_PIX_FMT_YUV422P, AV_PIX_FMT_YUV444P, | ||
| 430 | AV_PIX_FMT_YUV440P, AV_PIX_FMT_YUV411P, AV_PIX_FMT_YUV410P, | ||
| 431 | AV_PIX_FMT_YUVJ411P, AV_PIX_FMT_YUVJ420P, AV_PIX_FMT_YUVJ422P, | ||
| 432 | AV_PIX_FMT_YUVJ440P, AV_PIX_FMT_YUVJ444P, | ||
| 433 | AV_PIX_FMT_GBRP, | ||
| 434 | #define PF(suf) AV_PIX_FMT_YUV420##suf, AV_PIX_FMT_YUV422##suf, AV_PIX_FMT_YUV444##suf, AV_PIX_FMT_GBR##suf | ||
| 435 | PF(P9), PF(P10), PF(P12), PF(P14), PF(P16), | ||
| 436 | AV_PIX_FMT_NONE | ||
| 437 | }; | ||
| 438 | |||
| 439 | 2 | static int config_input_ref(AVFilterLink *inlink) | |
| 440 | { | ||
| 441 | 2 | const AVPixFmtDescriptor *desc = av_pix_fmt_desc_get(inlink->format); | |
| 442 | 2 | AVFilterContext *ctx = inlink->dst; | |
| 443 | 2 | SSIMContext *s = ctx->priv; | |
| 444 | 2 | int sum = 0; | |
| 445 | |||
| 446 | 2 | s->nb_threads = ff_filter_get_nb_threads(ctx); | |
| 447 | 2 | s->nb_components = desc->nb_components; | |
| 448 | |||
| 449 |
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2 | if (ctx->inputs[0]->w != ctx->inputs[1]->w || |
| 450 |
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2 | ctx->inputs[0]->h != ctx->inputs[1]->h) { |
| 451 | ✗ | av_log(ctx, AV_LOG_ERROR, "Width and height of input videos must be same.\n"); | |
| 452 | ✗ | return AVERROR(EINVAL); | |
| 453 | } | ||
| 454 | |||
| 455 | 2 | s->is_rgb = ff_fill_rgba_map(s->rgba_map, inlink->format) >= 0; | |
| 456 |
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2 | s->comps[0] = s->is_rgb ? 'R' : 'Y'; |
| 457 |
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2 | s->comps[1] = s->is_rgb ? 'G' : 'U'; |
| 458 |
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2 | s->comps[2] = s->is_rgb ? 'B' : 'V'; |
| 459 | 2 | s->comps[3] = 'A'; | |
| 460 | |||
| 461 | 2 | s->planeheight[1] = s->planeheight[2] = AV_CEIL_RSHIFT(inlink->h, desc->log2_chroma_h); | |
| 462 | 2 | s->planeheight[0] = s->planeheight[3] = inlink->h; | |
| 463 | 2 | s->planewidth[1] = s->planewidth[2] = AV_CEIL_RSHIFT(inlink->w, desc->log2_chroma_w); | |
| 464 | 2 | s->planewidth[0] = s->planewidth[3] = inlink->w; | |
| 465 |
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8 | for (int i = 0; i < s->nb_components; i++) |
| 466 | 6 | sum += s->planeheight[i] * s->planewidth[i]; | |
| 467 |
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8 | for (int i = 0; i < s->nb_components; i++) |
| 468 | 6 | s->coefs[i] = (double) s->planeheight[i] * s->planewidth[i] / sum; | |
| 469 | |||
| 470 | 2 | s->temp = av_calloc(s->nb_threads, sizeof(*s->temp)); | |
| 471 |
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2 | if (!s->temp) |
| 472 | ✗ | return AVERROR(ENOMEM); | |
| 473 | |||
| 474 |
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20 | for (int t = 0; t < s->nb_threads; t++) { |
| 475 |
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18 | s->temp[t] = av_calloc(2 * SUM_LEN(inlink->w), (desc->comp[0].depth > 8) ? sizeof(int64_t[4]) : sizeof(int[4])); |
| 476 |
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18 | if (!s->temp[t]) |
| 477 | ✗ | return AVERROR(ENOMEM); | |
| 478 | } | ||
| 479 | 2 | s->max = (1 << desc->comp[0].depth) - 1; | |
| 480 | |||
| 481 |
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2 | s->ssim_plane = desc->comp[0].depth > 8 ? ssim_plane_16bit : ssim_plane; |
| 482 | 2 | s->dsp.ssim_4x4_line = ssim_4x4xn_8bit; | |
| 483 | 2 | s->dsp.ssim_end_line = ssim_endn_8bit; | |
| 484 | #if ARCH_X86 | ||
| 485 | 2 | ff_ssim_init_x86(&s->dsp); | |
| 486 | #endif | ||
| 487 | |||
| 488 | 2 | s->score = av_calloc(s->nb_threads, sizeof(*s->score)); | |
| 489 |
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2 | if (!s->score) |
| 490 | ✗ | return AVERROR(ENOMEM); | |
| 491 | |||
| 492 |
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20 | for (int t = 0; t < s->nb_threads; t++) { |
| 493 | 18 | s->score[t] = av_calloc(s->nb_components, sizeof(*s->score[0])); | |
| 494 |
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18 | if (!s->score[t]) |
| 495 | ✗ | return AVERROR(ENOMEM); | |
| 496 | } | ||
| 497 | |||
| 498 | 2 | return 0; | |
| 499 | } | ||
| 500 | |||
| 501 | 2 | static int config_output(AVFilterLink *outlink) | |
| 502 | { | ||
| 503 | 2 | AVFilterContext *ctx = outlink->src; | |
| 504 | 2 | SSIMContext *s = ctx->priv; | |
| 505 | 2 | AVFilterLink *mainlink = ctx->inputs[0]; | |
| 506 | 2 | FilterLink *il = ff_filter_link(mainlink); | |
| 507 | 2 | FilterLink *ol = ff_filter_link(outlink); | |
| 508 | int ret; | ||
| 509 | |||
| 510 | 2 | ret = ff_framesync_init_dualinput(&s->fs, ctx); | |
| 511 |
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2 | if (ret < 0) |
| 512 | ✗ | return ret; | |
| 513 | 2 | outlink->w = mainlink->w; | |
| 514 | 2 | outlink->h = mainlink->h; | |
| 515 | 2 | outlink->time_base = mainlink->time_base; | |
| 516 | 2 | outlink->sample_aspect_ratio = mainlink->sample_aspect_ratio; | |
| 517 | 2 | ol->frame_rate = il->frame_rate; | |
| 518 | |||
| 519 |
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2 | if ((ret = ff_framesync_configure(&s->fs)) < 0) |
| 520 | ✗ | return ret; | |
| 521 | |||
| 522 | 2 | outlink->time_base = s->fs.time_base; | |
| 523 | |||
| 524 |
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4 | if (av_cmp_q(mainlink->time_base, outlink->time_base) || |
| 525 | 2 | av_cmp_q(ctx->inputs[1]->time_base, outlink->time_base)) | |
| 526 | ✗ | av_log(ctx, AV_LOG_WARNING, "not matching timebases found between first input: %d/%d and second input %d/%d, results may be incorrect!\n", | |
| 527 | mainlink->time_base.num, mainlink->time_base.den, | ||
| 528 | ✗ | ctx->inputs[1]->time_base.num, ctx->inputs[1]->time_base.den); | |
| 529 | |||
| 530 | 2 | return 0; | |
| 531 | } | ||
| 532 | |||
| 533 | 30 | static int activate(AVFilterContext *ctx) | |
| 534 | { | ||
| 535 | 30 | SSIMContext *s = ctx->priv; | |
| 536 | 30 | return ff_framesync_activate(&s->fs); | |
| 537 | } | ||
| 538 | |||
| 539 | 4 | static av_cold void uninit(AVFilterContext *ctx) | |
| 540 | { | ||
| 541 | 4 | SSIMContext *s = ctx->priv; | |
| 542 | |||
| 543 |
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4 | if (s->nb_frames > 0) { |
| 544 | char buf[256]; | ||
| 545 | 2 | buf[0] = 0; | |
| 546 |
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8 | for (int i = 0; i < s->nb_components; i++) { |
| 547 |
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6 | int c = s->is_rgb ? s->rgba_map[i] : i; |
| 548 | 6 | av_strlcatf(buf, sizeof(buf), " %c:%f (%f)", s->comps[i], s->ssim[c] / s->nb_frames, | |
| 549 | 6 | ssim_db(s->ssim[c], s->nb_frames)); | |
| 550 | } | ||
| 551 | 4 | av_log(ctx, AV_LOG_INFO, "SSIM%s All:%f (%f)\n", buf, | |
| 552 | 2 | s->ssim_total / s->nb_frames, ssim_db(s->ssim_total, s->nb_frames)); | |
| 553 | } | ||
| 554 | |||
| 555 | 4 | ff_framesync_uninit(&s->fs); | |
| 556 | |||
| 557 |
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4 | if (s->stats_file && s->stats_file != stdout) |
| 558 | ✗ | fclose(s->stats_file); | |
| 559 | |||
| 560 |
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22 | for (int t = 0; t < s->nb_threads && s->score; t++) |
| 561 | 18 | av_freep(&s->score[t]); | |
| 562 | 4 | av_freep(&s->score); | |
| 563 | |||
| 564 |
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22 | for (int t = 0; t < s->nb_threads && s->temp; t++) |
| 565 | 18 | av_freep(&s->temp[t]); | |
| 566 | 4 | av_freep(&s->temp); | |
| 567 | 4 | } | |
| 568 | |||
| 569 | static const AVFilterPad ssim_inputs[] = { | ||
| 570 | { | ||
| 571 | .name = "main", | ||
| 572 | .type = AVMEDIA_TYPE_VIDEO, | ||
| 573 | },{ | ||
| 574 | .name = "reference", | ||
| 575 | .type = AVMEDIA_TYPE_VIDEO, | ||
| 576 | .config_props = config_input_ref, | ||
| 577 | }, | ||
| 578 | }; | ||
| 579 | |||
| 580 | static const AVFilterPad ssim_outputs[] = { | ||
| 581 | { | ||
| 582 | .name = "default", | ||
| 583 | .type = AVMEDIA_TYPE_VIDEO, | ||
| 584 | .config_props = config_output, | ||
| 585 | }, | ||
| 586 | }; | ||
| 587 | |||
| 588 | const FFFilter ff_vf_ssim = { | ||
| 589 | .p.name = "ssim", | ||
| 590 | .p.description = NULL_IF_CONFIG_SMALL("Calculate the SSIM between two video streams."), | ||
| 591 | .p.priv_class = &ssim_class, | ||
| 592 | .p.flags = AVFILTER_FLAG_SUPPORT_TIMELINE_INTERNAL | | ||
| 593 | AVFILTER_FLAG_SLICE_THREADS | | ||
| 594 | AVFILTER_FLAG_METADATA_ONLY, | ||
| 595 | .preinit = ssim_framesync_preinit, | ||
| 596 | .init = init, | ||
| 597 | .uninit = uninit, | ||
| 598 | .activate = activate, | ||
| 599 | .priv_size = sizeof(SSIMContext), | ||
| 600 | FILTER_INPUTS(ssim_inputs), | ||
| 601 | FILTER_OUTPUTS(ssim_outputs), | ||
| 602 | FILTER_PIXFMTS_ARRAY(pix_fmts), | ||
| 603 | }; | ||
| 604 |