FFmpeg
vf_ssim.c
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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/opt.h"
39 #include "libavutil/pixdesc.h"
40 #include "avfilter.h"
41 #include "drawutils.h"
42 #include "formats.h"
43 #include "framesync.h"
44 #include "internal.h"
45 #include "ssim.h"
46 #include "video.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 FRAMESYNC_DEFINE_CLASS(ssim, SSIMContext, fs);
81 
82 static void set_meta(AVDictionary **metadata, const char *key, char comp, float d)
83 {
84  char value[128];
85  snprintf(value, sizeof(value), "%f", d);
86  if (comp) {
87  char key2[128];
88  snprintf(key2, sizeof(key2), "%s%c", key, comp);
89  av_dict_set(metadata, key2, value, 0);
90  } else {
91  av_dict_set(metadata, key, value, 0);
92  }
93 }
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 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  for (z = 0; z < width; z++) {
138  uint32_t s1 = 0, s2 = 0, ss = 0, s12 = 0;
139 
140  for (y = 0; y < 4; y++) {
141  for (x = 0; x < 4; x++) {
142  int a = main[x + y * main_stride];
143  int b = ref[x + y * ref_stride];
144 
145  s1 += a;
146  s2 += b;
147  ss += a*a;
148  ss += b*b;
149  s12 += a*b;
150  }
151  }
152 
153  sums[z][0] = s1;
154  sums[z][1] = s2;
155  sums[z][2] = ss;
156  sums[z][3] = s12;
157  main += 4;
158  ref += 4;
159  }
160 }
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 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  int fs1 = s1;
184  int fs2 = s2;
185  int fss = ss;
186  int fs12 = s12;
187  int vars = fss * 64 - fs1 * fs1 - fs2 * fs2;
188  int covar = fs12 * 64 - fs1 * fs2;
189 
190  return (float)(2 * fs1 * fs2 + ssim_c1) * (float)(2 * covar + ssim_c2)
191  / ((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  int i;
198 
199  for (i = 0; i < width; i++)
200  ssim += ssim_end1x(sum0[i][0] + sum0[i + 1][0] + sum1[i][0] + sum1[i + 1][0],
201  sum0[i][1] + sum0[i + 1][1] + sum1[i][1] + sum1[i + 1][1],
202  sum0[i][2] + sum0[i + 1][2] + sum1[i][2] + sum1[i + 1][2],
203  sum0[i][3] + sum0[i + 1][3] + sum1[i][3] + sum1[i + 1][3],
204  max);
205  return ssim;
206 }
207 
208 static double ssim_endn_8bit(const int (*sum0)[4], const int (*sum1)[4], int width)
209 {
210  double ssim = 0.0;
211  int i;
212 
213  for (i = 0; i < width; i++)
214  ssim += ssim_end1(sum0[i][0] + sum0[i + 1][0] + sum1[i][0] + sum1[i + 1][0],
215  sum0[i][1] + sum0[i + 1][1] + sum1[i][1] + sum1[i + 1][1],
216  sum0[i][2] + sum0[i + 1][2] + sum1[i][2] + sum1[i + 1][2],
217  sum0[i][3] + sum0[i + 1][3] + sum1[i][3] + sum1[i + 1][3]);
218  return ssim;
219 }
220 
221 #define SUM_LEN(w) (((w) >> 2) + 3)
222 
223 typedef struct ThreadData {
224  const uint8_t *main_data[4];
225  const uint8_t *ref_data[4];
226  int main_linesize[4];
227  int ref_linesize[4];
228  int planewidth[4];
229  int planeheight[4];
230  double **score;
231  int **temp;
232  int nb_components;
233  int max;
234  SSIMDSPContext *dsp;
235 } ThreadData;
236 
237 static int ssim_plane_16bit(AVFilterContext *ctx, void *arg,
238  int jobnr, int nb_jobs)
239 {
240  ThreadData *td = arg;
241  double *score = td->score[jobnr];
242  void *temp = td->temp[jobnr];
243  const int max = td->max;
244 
245  for (int c = 0; c < td->nb_components; c++) {
246  const uint8_t *main_data = td->main_data[c];
247  const uint8_t *ref_data = td->ref_data[c];
248  const int main_stride = td->main_linesize[c];
249  const int ref_stride = td->ref_linesize[c];
250  int width = td->planewidth[c];
251  int height = td->planeheight[c];
252  const int slice_start = ((height >> 2) * jobnr) / nb_jobs;
253  const int slice_end = ((height >> 2) * (jobnr+1)) / nb_jobs;
254  const int ystart = FFMAX(1, slice_start);
255  int z = ystart - 1;
256  double ssim = 0.0;
257  int64_t (*sum0)[4] = temp;
258  int64_t (*sum1)[4] = sum0 + SUM_LEN(width);
259 
260  width >>= 2;
261  height >>= 2;
262 
263  for (int y = ystart; y < slice_end; y++) {
264  for (; z <= y; z++) {
265  FFSWAP(void*, sum0, sum1);
266  ssim_4x4xn_16bit(&main_data[4 * z * main_stride], main_stride,
267  &ref_data[4 * z * ref_stride], ref_stride,
268  sum0, width);
269  }
270 
271  ssim += ssim_endn_16bit((const int64_t (*)[4])sum0, (const int64_t (*)[4])sum1, width - 1, max);
272  }
273 
274  score[c] = ssim;
275  }
276 
277  return 0;
278 }
279 
280 static int ssim_plane(AVFilterContext *ctx, void *arg,
281  int jobnr, int nb_jobs)
282 {
283  ThreadData *td = arg;
284  double *score = td->score[jobnr];
285  void *temp = td->temp[jobnr];
286  SSIMDSPContext *dsp = td->dsp;
287 
288  for (int c = 0; c < td->nb_components; c++) {
289  const uint8_t *main_data = td->main_data[c];
290  const uint8_t *ref_data = td->ref_data[c];
291  const int main_stride = td->main_linesize[c];
292  const int ref_stride = td->ref_linesize[c];
293  int width = td->planewidth[c];
294  int height = td->planeheight[c];
295  const int slice_start = ((height >> 2) * jobnr) / nb_jobs;
296  const int slice_end = ((height >> 2) * (jobnr+1)) / nb_jobs;
297  const int ystart = FFMAX(1, slice_start);
298  int z = ystart - 1;
299  double ssim = 0.0;
300  int (*sum0)[4] = temp;
301  int (*sum1)[4] = sum0 + SUM_LEN(width);
302 
303  width >>= 2;
304  height >>= 2;
305 
306  for (int y = ystart; y < slice_end; y++) {
307  for (; z <= y; z++) {
308  FFSWAP(void*, sum0, sum1);
309  dsp->ssim_4x4_line(&main_data[4 * z * main_stride], main_stride,
310  &ref_data[4 * z * ref_stride], ref_stride,
311  sum0, width);
312  }
313 
314  ssim += dsp->ssim_end_line((const int (*)[4])sum0, (const int (*)[4])sum1, width - 1);
315  }
316 
317  score[c] = ssim;
318  }
319 
320  return 0;
321 }
322 
323 static double ssim_db(double ssim, double weight)
324 {
325  return (fabs(weight - ssim) > 1e-9) ? 10.0 * log10(weight / (weight - ssim)) : INFINITY;
326 }
327 
328 static int do_ssim(FFFrameSync *fs)
329 {
330  AVFilterContext *ctx = fs->parent;
331  SSIMContext *s = ctx->priv;
332  AVFrame *master, *ref;
333  AVDictionary **metadata;
334  double c[4] = {0}, ssimv = 0.0;
335  ThreadData td;
336  int ret, i;
337 
338  ret = ff_framesync_dualinput_get(fs, &master, &ref);
339  if (ret < 0)
340  return ret;
341  if (ctx->is_disabled || !ref)
342  return ff_filter_frame(ctx->outputs[0], master);
343  metadata = &master->metadata;
344 
345  s->nb_frames++;
346 
347  td.nb_components = s->nb_components;
348  td.dsp = &s->dsp;
349  td.score = s->score;
350  td.temp = s->temp;
351  td.max = s->max;
352 
353  for (int n = 0; n < s->nb_components; n++) {
354  td.main_data[n] = master->data[n];
355  td.ref_data[n] = ref->data[n];
356  td.main_linesize[n] = master->linesize[n];
357  td.ref_linesize[n] = ref->linesize[n];
358  td.planewidth[n] = s->planewidth[n];
359  td.planeheight[n] = s->planeheight[n];
360  }
361 
362  ff_filter_execute(ctx, s->ssim_plane, &td, NULL,
363  FFMIN((s->planeheight[1] + 3) >> 2, s->nb_threads));
364 
365  for (i = 0; i < s->nb_components; i++) {
366  for (int j = 0; j < s->nb_threads; j++)
367  c[i] += s->score[j][i];
368  c[i] = c[i] / (((s->planewidth[i] >> 2) - 1) * ((s->planeheight[i] >> 2) - 1));
369  }
370 
371  for (i = 0; i < s->nb_components; i++) {
372  ssimv += s->coefs[i] * c[i];
373  s->ssim[i] += c[i];
374  }
375 
376  for (i = 0; i < s->nb_components; i++) {
377  int cidx = s->is_rgb ? s->rgba_map[i] : i;
378  set_meta(metadata, "lavfi.ssim.", s->comps[i], c[cidx]);
379  }
380  s->ssim_total += ssimv;
381 
382  set_meta(metadata, "lavfi.ssim.All", 0, ssimv);
383  set_meta(metadata, "lavfi.ssim.dB", 0, ssim_db(ssimv, 1.0));
384 
385  if (s->stats_file) {
386  fprintf(s->stats_file, "n:%"PRId64" ", s->nb_frames);
387 
388  for (i = 0; i < s->nb_components; i++) {
389  int cidx = s->is_rgb ? s->rgba_map[i] : i;
390  fprintf(s->stats_file, "%c:%f ", s->comps[i], c[cidx]);
391  }
392 
393  fprintf(s->stats_file, "All:%f (%f)\n", ssimv, ssim_db(ssimv, 1.0));
394  }
395 
396  return ff_filter_frame(ctx->outputs[0], master);
397 }
398 
399 static av_cold int init(AVFilterContext *ctx)
400 {
401  SSIMContext *s = ctx->priv;
402 
403  if (s->stats_file_str) {
404  if (!strcmp(s->stats_file_str, "-")) {
405  s->stats_file = stdout;
406  } else {
407  s->stats_file = avpriv_fopen_utf8(s->stats_file_str, "w");
408  if (!s->stats_file) {
409  int err = AVERROR(errno);
410  char buf[128];
411  av_strerror(err, buf, sizeof(buf));
412  av_log(ctx, AV_LOG_ERROR, "Could not open stats file %s: %s\n",
413  s->stats_file_str, buf);
414  return err;
415  }
416  }
417  }
418 
419  s->fs.on_event = do_ssim;
420  return 0;
421 }
422 
423 static const enum AVPixelFormat pix_fmts[] = {
424  AV_PIX_FMT_GRAY8, AV_PIX_FMT_GRAY9, AV_PIX_FMT_GRAY10,
425  AV_PIX_FMT_GRAY12, AV_PIX_FMT_GRAY14, AV_PIX_FMT_GRAY16,
426  AV_PIX_FMT_YUV420P, AV_PIX_FMT_YUV422P, AV_PIX_FMT_YUV444P,
427  AV_PIX_FMT_YUV440P, AV_PIX_FMT_YUV411P, AV_PIX_FMT_YUV410P,
428  AV_PIX_FMT_YUVJ411P, AV_PIX_FMT_YUVJ420P, AV_PIX_FMT_YUVJ422P,
429  AV_PIX_FMT_YUVJ440P, AV_PIX_FMT_YUVJ444P,
430  AV_PIX_FMT_GBRP,
431 #define PF(suf) AV_PIX_FMT_YUV420##suf, AV_PIX_FMT_YUV422##suf, AV_PIX_FMT_YUV444##suf, AV_PIX_FMT_GBR##suf
432  PF(P9), PF(P10), PF(P12), PF(P14), PF(P16),
433  AV_PIX_FMT_NONE
434 };
435 
436 static int config_input_ref(AVFilterLink *inlink)
437 {
438  const AVPixFmtDescriptor *desc = av_pix_fmt_desc_get(inlink->format);
439  AVFilterContext *ctx = inlink->dst;
440  SSIMContext *s = ctx->priv;
441  int sum = 0, i;
442 
443  s->nb_threads = ff_filter_get_nb_threads(ctx);
444  s->nb_components = desc->nb_components;
445 
446  if (ctx->inputs[0]->w != ctx->inputs[1]->w ||
447  ctx->inputs[0]->h != ctx->inputs[1]->h) {
448  av_log(ctx, AV_LOG_ERROR, "Width and height of input videos must be same.\n");
449  return AVERROR(EINVAL);
450  }
451 
452  s->is_rgb = ff_fill_rgba_map(s->rgba_map, inlink->format) >= 0;
453  s->comps[0] = s->is_rgb ? 'R' : 'Y';
454  s->comps[1] = s->is_rgb ? 'G' : 'U';
455  s->comps[2] = s->is_rgb ? 'B' : 'V';
456  s->comps[3] = 'A';
457 
458  s->planeheight[1] = s->planeheight[2] = AV_CEIL_RSHIFT(inlink->h, desc->log2_chroma_h);
459  s->planeheight[0] = s->planeheight[3] = inlink->h;
460  s->planewidth[1] = s->planewidth[2] = AV_CEIL_RSHIFT(inlink->w, desc->log2_chroma_w);
461  s->planewidth[0] = s->planewidth[3] = inlink->w;
462  for (i = 0; i < s->nb_components; i++)
463  sum += s->planeheight[i] * s->planewidth[i];
464  for (i = 0; i < s->nb_components; i++)
465  s->coefs[i] = (double) s->planeheight[i] * s->planewidth[i] / sum;
466 
467  s->temp = av_calloc(s->nb_threads, sizeof(*s->temp));
468  if (!s->temp)
469  return AVERROR(ENOMEM);
470 
471  for (int t = 0; t < s->nb_threads; t++) {
472  s->temp[t] = av_calloc(2 * SUM_LEN(inlink->w), (desc->comp[0].depth > 8) ? sizeof(int64_t[4]) : sizeof(int[4]));
473  if (!s->temp[t])
474  return AVERROR(ENOMEM);
475  }
476  s->max = (1 << desc->comp[0].depth) - 1;
477 
478  s->ssim_plane = desc->comp[0].depth > 8 ? ssim_plane_16bit : ssim_plane;
479  s->dsp.ssim_4x4_line = ssim_4x4xn_8bit;
480  s->dsp.ssim_end_line = ssim_endn_8bit;
481 #if ARCH_X86
482  ff_ssim_init_x86(&s->dsp);
483 #endif
484 
485  s->score = av_calloc(s->nb_threads, sizeof(*s->score));
486  if (!s->score)
487  return AVERROR(ENOMEM);
488 
489  for (int t = 0; t < s->nb_threads; t++) {
490  s->score[t] = av_calloc(s->nb_components, sizeof(*s->score[0]));
491  if (!s->score[t])
492  return AVERROR(ENOMEM);
493  }
494 
495  return 0;
496 }
497 
498 static int config_output(AVFilterLink *outlink)
499 {
500  AVFilterContext *ctx = outlink->src;
501  SSIMContext *s = ctx->priv;
502  AVFilterLink *mainlink = ctx->inputs[0];
503  int ret;
504 
505  ret = ff_framesync_init_dualinput(&s->fs, ctx);
506  if (ret < 0)
507  return ret;
508  outlink->w = mainlink->w;
509  outlink->h = mainlink->h;
510  outlink->time_base = mainlink->time_base;
511  outlink->sample_aspect_ratio = mainlink->sample_aspect_ratio;
512  outlink->frame_rate = mainlink->frame_rate;
513 
514  if ((ret = ff_framesync_configure(&s->fs)) < 0)
515  return ret;
516 
517  outlink->time_base = s->fs.time_base;
518 
519  if (av_cmp_q(mainlink->time_base, outlink->time_base) ||
520  av_cmp_q(ctx->inputs[1]->time_base, outlink->time_base))
521  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",
522  mainlink->time_base.num, mainlink->time_base.den,
523  ctx->inputs[1]->time_base.num, ctx->inputs[1]->time_base.den);
524 
525  return 0;
526 }
527 
528 static int activate(AVFilterContext *ctx)
529 {
530  SSIMContext *s = ctx->priv;
531  return ff_framesync_activate(&s->fs);
532 }
533 
534 static av_cold void uninit(AVFilterContext *ctx)
535 {
536  SSIMContext *s = ctx->priv;
537 
538  if (s->nb_frames > 0) {
539  char buf[256];
540  int i;
541  buf[0] = 0;
542  for (i = 0; i < s->nb_components; i++) {
543  int c = s->is_rgb ? s->rgba_map[i] : i;
544  av_strlcatf(buf, sizeof(buf), " %c:%f (%f)", s->comps[i], s->ssim[c] / s->nb_frames,
545  ssim_db(s->ssim[c], s->nb_frames));
546  }
547  av_log(ctx, AV_LOG_INFO, "SSIM%s All:%f (%f)\n", buf,
548  s->ssim_total / s->nb_frames, ssim_db(s->ssim_total, s->nb_frames));
549  }
550 
551  ff_framesync_uninit(&s->fs);
552 
553  if (s->stats_file && s->stats_file != stdout)
554  fclose(s->stats_file);
555 
556  for (int t = 0; t < s->nb_threads && s->score; t++)
557  av_freep(&s->score[t]);
558  av_freep(&s->score);
559 
560  for (int t = 0; t < s->nb_threads && s->temp; t++)
561  av_freep(&s->temp[t]);
562  av_freep(&s->temp);
563 }
564 
565 static const AVFilterPad ssim_inputs[] = {
566  {
567  .name = "main",
568  .type = AVMEDIA_TYPE_VIDEO,
569  },{
570  .name = "reference",
571  .type = AVMEDIA_TYPE_VIDEO,
572  .config_props = config_input_ref,
573  },
574 };
575 
576 static const AVFilterPad ssim_outputs[] = {
577  {
578  .name = "default",
579  .type = AVMEDIA_TYPE_VIDEO,
580  .config_props = config_output,
581  },
582 };
583 
584 const AVFilter ff_vf_ssim = {
585  .name = "ssim",
586  .description = NULL_IF_CONFIG_SMALL("Calculate the SSIM between two video streams."),
587  .preinit = ssim_framesync_preinit,
588  .init = init,
589  .uninit = uninit,
590  .activate = activate,
591  .priv_size = sizeof(SSIMContext),
592  .priv_class = &ssim_class,
593  FILTER_INPUTS(ssim_inputs),
594  FILTER_OUTPUTS(ssim_outputs),
595  FILTER_PIXFMTS_ARRAY(pix_fmts),
596  .flags = AVFILTER_FLAG_SUPPORT_TIMELINE_INTERNAL |
597  AVFILTER_FLAG_SLICE_THREADS |
598  AVFILTER_FLAG_METADATA_ONLY,
599 };
SSIMContext::comps
char comps[4]
Definition: vf_ssim.c:58
ThreadData::temp
int ** temp
Definition: vf_ssim.c:231
ff_framesync_configure
int ff_framesync_configure(FFFrameSync *fs)
Configure a frame sync structure.
Definition: framesync.c:119
AV_LOG_WARNING
#define AV_LOG_WARNING
Something somehow does not look correct.
Definition: log.h:186
ff_ssim_init_x86
void ff_ssim_init_x86(SSIMDSPContext *dsp)
Definition: vf_ssim_init.c:33
td
#define td
Definition: regdef.h:70
AVPixelFormat
AVPixelFormat
Pixel format.
Definition: pixfmt.h:64
INFINITY
#define INFINITY
Definition: mathematics.h:67
SSIMContext::rgba_map
uint8_t rgba_map[4]
Definition: vf_ssim.c:60
AVERROR
Filter the word “frame” indicates either a video frame or a group of audio as stored in an AVFrame structure Format for each input and each output the list of supported formats For video that means pixel format For audio that means channel sample they are references to shared objects When the negotiation mechanism computes the intersection of the formats supported at each end of a all references to both lists are replaced with a reference to the intersection And when a single format is eventually chosen for a link amongst the remaining all references to the list are updated That means that if a filter requires that its input and output have the same format amongst a supported all it has to do is use a reference to the same list of formats query_formats can leave some formats unset and return AVERROR(EAGAIN) to cause the negotiation mechanism toagain later. That can be used by filters with complex requirements to use the format negotiated on one link to set the formats supported on another. Frame references ownership and permissions
opt.h
ff_framesync_uninit
void ff_framesync_uninit(FFFrameSync *fs)
Free all memory currently allocated.
Definition: framesync.c:285
comp
static void comp(unsigned char *dst, ptrdiff_t dst_stride, unsigned char *src, ptrdiff_t src_stride, int add)
Definition: eamad.c:86
ff_filter_frame
int ff_filter_frame(AVFilterLink *link, AVFrame *frame)
Send a frame of data to the next filter.
Definition: avfilter.c:999
av_pix_fmt_desc_get
const AVPixFmtDescriptor * av_pix_fmt_desc_get(enum AVPixelFormat pix_fmt)
Definition: pixdesc.c:2662
ssim_end1x
static float ssim_end1x(int64_t s1, int64_t s2, int64_t ss, int64_t s12, int max)
Definition: vf_ssim.c:162
ThreadData::max
int max
Definition: vf_ssim.c:233
FILTER_PIXFMTS_ARRAY
#define FILTER_PIXFMTS_ARRAY(array)
Definition: internal.h:170
activate
static int activate(AVFilterContext *ctx)
Definition: vf_ssim.c:528
inlink
The exact code depends on how similar the blocks are and how related they are to the and needs to apply these operations to the correct inlink or outlink if there are several Macros are available to factor that when no extra processing is inlink
Definition: filter_design.txt:212
config_input_ref
static int config_input_ref(AVFilterLink *inlink)
Definition: vf_ssim.c:436
AVFrame
This structure describes decoded (raw) audio or video data.
Definition: frame.h:325
pixdesc.h
ThreadData::ref_linesize
int ref_linesize
Definition: vf_bm3d.c:58
AVOption
AVOption.
Definition: opt.h:251
b
#define b
Definition: input.c:34
SSIMContext::coefs
double coefs[4]
Definition: vf_ssim.c:59
AV_PIX_FMT_YUV440P
@ AV_PIX_FMT_YUV440P
planar YUV 4:4:0 (1 Cr & Cb sample per 1x2 Y samples)
Definition: pixfmt.h:99
max
#define max(a, b)
Definition: cuda_runtime.h:33
FLAGS
#define FLAGS
Definition: vf_ssim.c:72
AVDictionary
Definition: dict.c:30
FFMAX
#define FFMAX(a, b)
Definition: macros.h:47
AVFilter::name
const char * name
Filter name.
Definition: avfilter.h:175
FFFrameSync
Frame sync structure.
Definition: framesync.h:146
video.h
av_strlcatf
size_t av_strlcatf(char *dst, size_t size, const char *fmt,...)
Definition: avstring.c:104
AV_PIX_FMT_GRAY9
#define AV_PIX_FMT_GRAY9
Definition: pixfmt.h:386
SSIMContext::fs
FFFrameSync fs
Definition: vf_ssim.c:50
ssim.h
formats.h
ssim_options
static const AVOption ssim_options[]
Definition: vf_ssim.c:74
PF
#define PF(suf)
av_strerror
int av_strerror(int errnum, char *errbuf, size_t errbuf_size)
Put a description of the AVERROR code errnum in errbuf.
Definition: error.c:108
SSIMContext::ssim
double ssim[4]
Definition: vf_ssim.c:57
AV_PIX_FMT_GRAY16
#define AV_PIX_FMT_GRAY16
Definition: pixfmt.h:390
ss
#define ss(width, name, subs,...)
Definition: cbs_vp9.c:260
AVRational::num
int num
Numerator.
Definition: rational.h:59
AVFilterPad
A filter pad used for either input or output.
Definition: internal.h:49
AV_PIX_FMT_YUVJ411P
@ AV_PIX_FMT_YUVJ411P
planar YUV 4:1:1, 12bpp, (1 Cr & Cb sample per 4x1 Y samples) full scale (JPEG), deprecated in favor ...
Definition: pixfmt.h:248
AV_LOG_ERROR
#define AV_LOG_ERROR
Something went wrong and cannot losslessly be recovered.
Definition: log.h:180
av_cold
#define av_cold
Definition: attributes.h:90
AV_PIX_FMT_YUVJ422P
@ AV_PIX_FMT_YUVJ422P
planar YUV 4:2:2, 16bpp, full scale (JPEG), deprecated in favor of AV_PIX_FMT_YUV422P and setting col...
Definition: pixfmt.h:79
width
#define width
ssim_endn_16bit
static float ssim_endn_16bit(const int64_t(*sum0)[4], const int64_t(*sum1)[4], int width, int max)
Definition: vf_ssim.c:194
s
#define s(width, name)
Definition: cbs_vp9.c:256
SSIMDSPContext::ssim_4x4_line
void(* ssim_4x4_line)(const uint8_t *buf, ptrdiff_t buf_stride, const uint8_t *ref, ptrdiff_t ref_stride, int(*sums)[4], int w)
Definition: ssim.h:28
ssim_endn_8bit
static double ssim_endn_8bit(const int(*sum0)[4], const int(*sum1)[4], int width)
Definition: vf_ssim.c:208
AV_CEIL_RSHIFT
#define AV_CEIL_RSHIFT(a, b)
Definition: common.h:50
ssim_inputs
static const AVFilterPad ssim_inputs[]
Definition: vf_ssim.c:565
s1
#define s1
Definition: regdef.h:38
slice_end
static int slice_end(AVCodecContext *avctx, AVFrame *pict)
Handle slice ends.
Definition: mpeg12dec.c:2013
SSIMContext::planeheight
int planeheight[4]
Definition: vf_ssim.c:62
ctx
AVFormatContext * ctx
Definition: movenc.c:48
AV_PIX_FMT_GRAY14
#define AV_PIX_FMT_GRAY14
Definition: pixfmt.h:389
AV_PIX_FMT_YUV420P
@ AV_PIX_FMT_YUV420P
planar YUV 4:2:0, 12bpp, (1 Cr & Cb sample per 2x2 Y samples)
Definition: pixfmt.h:66
key
const char * key
Definition: hwcontext_opencl.c:174
FILTER_INPUTS
#define FILTER_INPUTS(array)
Definition: internal.h:190
AV_PIX_FMT_YUVJ444P
@ AV_PIX_FMT_YUVJ444P
planar YUV 4:4:4, 24bpp, full scale (JPEG), deprecated in favor of AV_PIX_FMT_YUV444P and setting col...
Definition: pixfmt.h:80
arg
const char * arg
Definition: jacosubdec.c:67
ssim_4x4xn_8bit
static void ssim_4x4xn_8bit(const uint8_t *main, ptrdiff_t main_stride, const uint8_t *ref, ptrdiff_t ref_stride, int(*sums)[4], int width)
Definition: vf_ssim.c:131
AV_PIX_FMT_GRAY10
#define AV_PIX_FMT_GRAY10
Definition: pixfmt.h:387
main
int main(int argc, char *argv[])
Definition: avio_list_dir.c:112
AVClass
Describe the class of an AVClass context structure.
Definition: log.h:66
fabs
static __device__ float fabs(float a)
Definition: cuda_runtime.h:182
NULL
#define NULL
Definition: coverity.c:32
fs
#define fs(width, name, subs,...)
Definition: cbs_vp9.c:258
vars
static const uint8_t vars[2][12]
Definition: camellia.c:183
ssim_plane
static int ssim_plane(AVFilterContext *ctx, void *arg, int jobnr, int nb_jobs)
Definition: vf_ssim.c:280
AV_PIX_FMT_YUVJ420P
@ AV_PIX_FMT_YUVJ420P
planar YUV 4:2:0, 12bpp, full scale (JPEG), deprecated in favor of AV_PIX_FMT_YUV420P and setting col...
Definition: pixfmt.h:78
FRAMESYNC_DEFINE_CLASS
FRAMESYNC_DEFINE_CLASS(ssim, SSIMContext, fs)
ThreadData::planewidth
int planewidth[4]
Definition: vf_identity.c:90
SUM_LEN
#define SUM_LEN(w)
Definition: vf_ssim.c:221
AV_PIX_FMT_GRAY8
@ AV_PIX_FMT_GRAY8
Y , 8bpp.
Definition: pixfmt.h:74
c
Undefined Behavior In the C some operations are like signed integer dereferencing freed accessing outside allocated Undefined Behavior must not occur in a C it is not safe even if the output of undefined operations is unused The unsafety may seem nit picking but Optimizing compilers have in fact optimized code on the assumption that no undefined Behavior occurs Optimizing code based on wrong assumptions can and has in some cases lead to effects beyond the output of computations The signed integer overflow problem in speed critical code Code which is highly optimized and works with signed integers sometimes has the problem that often the output of the computation does not c
Definition: undefined.txt:32
weight
static int weight(int i, int blen, int offset)
Definition: diracdec.c:1562
s2
#define s2
Definition: regdef.h:39
NULL_IF_CONFIG_SMALL
#define NULL_IF_CONFIG_SMALL(x)
Return NULL if CONFIG_SMALL is true, otherwise the argument without modification.
Definition: internal.h:117
ff_framesync_init_dualinput
int ff_framesync_init_dualinput(FFFrameSync *fs, AVFilterContext *parent)
Initialize a frame sync structure for dualinput.
Definition: framesync.c:353
master
const char * master
Definition: vf_curves.c:119
ssim_db
static double ssim_db(double ssim, double weight)
Definition: vf_ssim.c:323
for
for(k=2;k<=8;++k)
Definition: h264pred_template.c:425
ff_vf_ssim
const AVFilter ff_vf_ssim
Definition: vf_ssim.c:584
ThreadData::dsp
SSIMDSPContext * dsp
Definition: vf_ssim.c:234
init
static av_cold int init(AVFilterContext *ctx)
Definition: vf_ssim.c:399
SSIMContext::planewidth
int planewidth[4]
Definition: vf_ssim.c:61
height
#define height
a
The reader does not expect b to be semantically here and if the code is changed by maybe adding a a division or other the signedness will almost certainly be mistaken To avoid this confusion a new type was SUINT is the C unsigned type but it holds a signed int to use the same example SUINT a
Definition: undefined.txt:41
ThreadData::score
double ** score
Definition: vf_ssim.c:230
SSIMContext::nb_components
int nb_components
Definition: vf_ssim.c:53
AV_LOG_INFO
#define AV_LOG_INFO
Standard information.
Definition: log.h:191
uninit
static av_cold void uninit(AVFilterContext *ctx)
Definition: vf_ssim.c:534
internal.h
ssim_outputs
static const AVFilterPad ssim_outputs[]
Definition: vf_ssim.c:576
do_ssim
static int do_ssim(FFFrameSync *fs)
Definition: vf_ssim.c:328
ssim_4x4xn_16bit
static void ssim_4x4xn_16bit(const uint8_t *main8, ptrdiff_t main_stride, const uint8_t *ref8, ptrdiff_t ref_stride, int64_t(*sums)[4], int width)
Definition: vf_ssim.c:95
SSIMContext::ssim_total
double ssim_total
Definition: vf_ssim.c:57
ssim_end1
static float ssim_end1(int s1, int s2, int ss, int s12)
Definition: vf_ssim.c:178
i
#define i(width, name, range_min, range_max)
Definition: cbs_h2645.c:269
SSIMDSPContext::ssim_end_line
double(* ssim_end_line)(const int(*sum0)[4], const int(*sum1)[4], int w)
Definition: ssim.h:31
ff_filter_get_nb_threads
int ff_filter_get_nb_threads(AVFilterContext *ctx)
Get number of threads for current filter instance.
Definition: avfilter.c:783
OFFSET
#define OFFSET(x)
Definition: vf_ssim.c:71
ThreadData
Used for passing data between threads.
Definition: dsddec.c:68
value
it s the only field you need to keep assuming you have a context There is some magic you don t need to care about around this just let it vf default value
Definition: writing_filters.txt:86
FFMIN
#define FFMIN(a, b)
Definition: macros.h:49
AV_PIX_FMT_YUVJ440P
@ AV_PIX_FMT_YUVJ440P
planar YUV 4:4:0 full scale (JPEG), deprecated in favor of AV_PIX_FMT_YUV440P and setting color_range
Definition: pixfmt.h:100
SSIMContext::nb_frames
uint64_t nb_frames
Definition: vf_ssim.c:56
AVFilterPad::name
const char * name
Pad name.
Definition: internal.h:55
avpriv_fopen_utf8
FILE * avpriv_fopen_utf8(const char *path, const char *mode)
Open a file using a UTF-8 filename.
Definition: file_open.c:158
av_calloc
void * av_calloc(size_t nmemb, size_t size)
Definition: mem.c:272
SSIMContext::score
double ** score
Definition: vf_ssim.c:65
SSIMContext::stats_file_str
char * stats_file_str
Definition: vf_ssim.c:52
av_cmp_q
static int av_cmp_q(AVRational a, AVRational b)
Compare two rationals.
Definition: rational.h:89
AVFilter
Filter definition.
Definition: avfilter.h:171
ret
ret
Definition: filter_design.txt:187
SSIMContext::nb_threads
int nb_threads
Definition: vf_ssim.c:54
config_output
static int config_output(AVFilterLink *outlink)
Definition: vf_ssim.c:498
FFSWAP
#define FFSWAP(type, a, b)
Definition: macros.h:52
SSIMContext::is_rgb
int is_rgb
Definition: vf_ssim.c:64
SSIMContext::ssim_plane
int(* ssim_plane)(AVFilterContext *ctx, void *arg, int jobnr, int nb_jobs)
Definition: vf_ssim.c:66
pix_fmts
static enum AVPixelFormat pix_fmts[]
Definition: vf_ssim.c:423
SSIMContext::dsp
SSIMDSPContext dsp
Definition: vf_ssim.c:68
framesync.h
AVRational::den
int den
Denominator.
Definition: rational.h:60
AV_PIX_FMT_NONE
@ AV_PIX_FMT_NONE
Definition: pixfmt.h:65
SSIMContext::temp
int ** temp
Definition: vf_ssim.c:63
avfilter.h
AVFILTER_FLAG_METADATA_ONLY
#define AVFILTER_FLAG_METADATA_ONLY
The filter is a "metadata" filter - it does not modify the frame data in any way.
Definition: avfilter.h:143
ref
static int ref[MAX_W *MAX_W]
Definition: jpeg2000dwt.c:112
temp
else temp
Definition: vf_mcdeint.c:248
ThreadData::main_linesize
int main_linesize[4]
Definition: vf_identity.c:88
SSIMDSPContext
Definition: ssim.h:27
set_meta
static void set_meta(AVDictionary **metadata, const char *key, char comp, float d)
Definition: vf_ssim.c:82
AV_PIX_FMT_YUV444P
@ AV_PIX_FMT_YUV444P
planar YUV 4:4:4, 24bpp, (1 Cr & Cb sample per 1x1 Y samples)
Definition: pixfmt.h:71
AVFilterContext
An instance of a filter.
Definition: avfilter.h:408
AV_PIX_FMT_GBRP
@ AV_PIX_FMT_GBRP
planar GBR 4:4:4 24bpp
Definition: pixfmt.h:158
AVFILTER_FLAG_SLICE_THREADS
#define AVFILTER_FLAG_SLICE_THREADS
The filter supports multithreading by splitting frames into multiple parts and processing them concur...
Definition: avfilter.h:127
desc
const char * desc
Definition: libsvtav1.c:83
AVMEDIA_TYPE_VIDEO
@ AVMEDIA_TYPE_VIDEO
Definition: avutil.h:201
AV_PIX_FMT_YUV422P
@ AV_PIX_FMT_YUV422P
planar YUV 4:2:2, 16bpp, (1 Cr & Cb sample per 2x1 Y samples)
Definition: pixfmt.h:70
AVPixFmtDescriptor
Descriptor that unambiguously describes how the bits of a pixel are stored in the up to 4 data planes...
Definition: pixdesc.h:69
ThreadData::nb_components
int nb_components
Definition: vf_identity.c:93
FILTER_OUTPUTS
#define FILTER_OUTPUTS(array)
Definition: internal.h:191
av_freep
#define av_freep(p)
Definition: tableprint_vlc.h:34
av_dict_set
int av_dict_set(AVDictionary **pm, const char *key, const char *value, int flags)
Set the given entry in *pm, overwriting an existing entry.
Definition: dict.c:70
AV_PIX_FMT_YUV411P
@ AV_PIX_FMT_YUV411P
planar YUV 4:1:1, 12bpp, (1 Cr & Cb sample per 4x1 Y samples)
Definition: pixfmt.h:73
ff_fill_rgba_map
int ff_fill_rgba_map(uint8_t *rgba_map, enum AVPixelFormat pix_fmt)
Definition: drawutils.c:35
ThreadData::planeheight
int planeheight[4]
Definition: vf_identity.c:91
SSIMContext
Definition: vf_ssim.c:48
d
d
Definition: ffmpeg_filter.c:153
AVFILTER_FLAG_SUPPORT_TIMELINE_INTERNAL
#define AVFILTER_FLAG_SUPPORT_TIMELINE_INTERNAL
Same as AVFILTER_FLAG_SUPPORT_TIMELINE_GENERIC, except that the filter will have its filter_frame() c...
Definition: avfilter.h:160
AV_PIX_FMT_YUV410P
@ AV_PIX_FMT_YUV410P
planar YUV 4:1:0, 9bpp, (1 Cr & Cb sample per 4x4 Y samples)
Definition: pixfmt.h:72
av_log
#define av_log(a,...)
Definition: tableprint_vlc.h:27
SSIMContext::max
int max
Definition: vf_ssim.c:55
SSIMContext::stats_file
FILE * stats_file
Definition: vf_ssim.c:51
ssim_plane_16bit
static int ssim_plane_16bit(AVFilterContext *ctx, void *arg, int jobnr, int nb_jobs)
Definition: vf_ssim.c:237
ff_framesync_activate
int ff_framesync_activate(FFFrameSync *fs)
Examine the frames in the filter's input and try to produce output.
Definition: framesync.c:336
avstring.h
ff_framesync_dualinput_get
int ff_framesync_dualinput_get(FFFrameSync *fs, AVFrame **f0, AVFrame **f1)
Definition: framesync.c:371
AV_OPT_TYPE_STRING
@ AV_OPT_TYPE_STRING
Definition: opt.h:229
AV_PIX_FMT_GRAY12
#define AV_PIX_FMT_GRAY12
Definition: pixfmt.h:388
drawutils.h
ff_filter_execute
static av_always_inline int ff_filter_execute(AVFilterContext *ctx, avfilter_action_func *func, void *arg, int *ret, int nb_jobs)
Definition: internal.h:142
ThreadData::ref_data
const uint8_t * ref_data[4]
Definition: vf_identity.c:87
int
int
Definition: ffmpeg_filter.c:153
snprintf
#define snprintf
Definition: snprintf.h:34
ThreadData::main_data
const uint8_t * main_data[4]
Definition: vf_identity.c:86
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