2 * Copyright (c) 2017 Gerion Entrup
4 * This file is part of FFmpeg.
6 * FFmpeg is free software; you can redistribute it and/or modify
7 * it under the terms of the GNU General Public License as published by
8 * the Free Software Foundation; either version 2 of the License, or
9 * (at your option) any later version.
11 * FFmpeg is distributed in the hope that it will be useful,
12 * but WITHOUT ANY WARRANTY; without even the implied warranty of
13 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
14 * GNU General Public License for more details.
16 * You should have received a copy of the GNU General Public License along
17 * with FFmpeg; if not, write to the Free Software Foundation, Inc.,
18 * 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
23 * MPEG-7 video signature calculation and lookup filter
24 * @see http://epubs.surrey.ac.uk/531590/1/MPEG-7%20Video%20Signature%20Author%27s%20Copy.pdf
28 #include "libavcodec/put_bits.h"
29 #include "libavformat/avformat.h"
30 #include "libavutil/opt.h"
31 #include "libavutil/avstring.h"
32 #include "libavutil/intreadwrite.h"
33 #include "libavutil/timestamp.h"
36 #include "signature.h"
37 #include "signature_lookup.c"
39 #define OFFSET(x) offsetof(SignatureContext, x)
40 #define FLAGS AV_OPT_FLAG_FILTERING_PARAM | AV_OPT_FLAG_VIDEO_PARAM
41 #define BLOCK_LCM (int64_t) 476985600
43 static const AVOption signature_options[] = {
44 { "detectmode", "set the detectmode",
45 OFFSET(mode), AV_OPT_TYPE_INT, {.i64 = MODE_OFF}, 0, NB_LOOKUP_MODE-1, FLAGS, "mode" },
46 { "off", NULL, 0, AV_OPT_TYPE_CONST, {.i64 = MODE_OFF}, 0, 0, .flags = FLAGS, "mode" },
47 { "full", NULL, 0, AV_OPT_TYPE_CONST, {.i64 = MODE_FULL}, 0, 0, .flags = FLAGS, "mode" },
48 { "fast", NULL, 0, AV_OPT_TYPE_CONST, {.i64 = MODE_FAST}, 0, 0, .flags = FLAGS, "mode" },
49 { "nb_inputs", "number of inputs",
50 OFFSET(nb_inputs), AV_OPT_TYPE_INT, {.i64 = 1}, 1, INT_MAX, FLAGS },
51 { "filename", "filename for output files",
52 OFFSET(filename), AV_OPT_TYPE_STRING, {.str = ""}, 0, NB_FORMATS-1, FLAGS },
53 { "format", "set output format",
54 OFFSET(format), AV_OPT_TYPE_INT, {.i64 = FORMAT_BINARY}, 0, 1, FLAGS , "format" },
55 { "binary", 0, 0, AV_OPT_TYPE_CONST, {.i64=FORMAT_BINARY}, 0, 0, FLAGS, "format" },
56 { "xml", 0, 0, AV_OPT_TYPE_CONST, {.i64=FORMAT_XML}, 0, 0, FLAGS, "format" },
57 { "th_d", "threshold to detect one word as similar",
58 OFFSET(thworddist), AV_OPT_TYPE_INT, {.i64 = 9000}, 1, INT_MAX, FLAGS },
59 { "th_dc", "threshold to detect all words as similar",
60 OFFSET(thcomposdist), AV_OPT_TYPE_INT, {.i64 = 60000}, 1, INT_MAX, FLAGS },
61 { "th_xh", "threshold to detect frames as similar",
62 OFFSET(thl1), AV_OPT_TYPE_INT, {.i64 = 116}, 1, INT_MAX, FLAGS },
63 { "th_di", "minimum length of matching sequence in frames",
64 OFFSET(thdi), AV_OPT_TYPE_INT, {.i64 = 0}, 0, INT_MAX, FLAGS },
65 { "th_it", "threshold for relation of good to all frames",
66 OFFSET(thit), AV_OPT_TYPE_DOUBLE, {.dbl = 0.5}, 0.0, 1.0, FLAGS },
70 AVFILTER_DEFINE_CLASS(signature);
72 static int query_formats(AVFilterContext *ctx)
74 /* all formats with a separate gray value */
75 static const enum AVPixelFormat pix_fmts[] = {
77 AV_PIX_FMT_YUV410P, AV_PIX_FMT_YUV411P,
78 AV_PIX_FMT_YUV420P, AV_PIX_FMT_YUV422P,
79 AV_PIX_FMT_YUV440P, AV_PIX_FMT_YUV444P,
80 AV_PIX_FMT_YUVJ411P, AV_PIX_FMT_YUVJ420P,
81 AV_PIX_FMT_YUVJ422P, AV_PIX_FMT_YUVJ444P,
83 AV_PIX_FMT_NV12, AV_PIX_FMT_NV21,
87 return ff_set_common_formats(ctx, ff_make_format_list(pix_fmts));
90 static int config_input(AVFilterLink *inlink)
92 AVFilterContext *ctx = inlink->dst;
93 SignatureContext *sic = ctx->priv;
94 StreamContext *sc = &(sic->streamcontexts[FF_INLINK_IDX(inlink)]);
96 sc->time_base = inlink->time_base;
97 /* test for overflow */
98 sc->divide = (((uint64_t) inlink->w/32) * (inlink->w/32 + 1) * (inlink->h/32 * inlink->h/32 + 1) > INT64_MAX / (BLOCK_LCM * 255));
100 av_log(ctx, AV_LOG_WARNING, "Input dimension too high for precise calculation, numbers will be rounded.\n");
107 static int get_block_size(const Block *b)
109 return (b->to.y - b->up.y + 1) * (b->to.x - b->up.x + 1);
112 static uint64_t get_block_sum(StreamContext *sc, uint64_t intpic[32][32], const Block *b)
123 if (x0-1 >= 0 && y0-1 >= 0) {
124 sum = intpic[y1][x1] + intpic[y0-1][x0-1] - intpic[y1][x0-1] - intpic[y0-1][x1];
125 } else if (x0-1 >= 0) {
126 sum = intpic[y1][x1] - intpic[y1][x0-1];
127 } else if (y0-1 >= 0) {
128 sum = intpic[y1][x1] - intpic[y0-1][x1];
130 sum = intpic[y1][x1];
135 static int cmp(const void *x, const void *y)
137 const uint64_t *a = x, *b = y;
138 return *a < *b ? -1 : ( *a > *b ? 1 : 0 );
142 * sets the bit at position pos to 1 in data
144 static void set_bit(uint8_t* data, size_t pos)
146 uint8_t mask = 1 << 7-(pos%8);
150 static int filter_frame(AVFilterLink *inlink, AVFrame *picref)
152 AVFilterContext *ctx = inlink->dst;
153 SignatureContext *sic = ctx->priv;
154 StreamContext *sc = &(sic->streamcontexts[FF_INLINK_IDX(inlink)]);
157 static const uint8_t pot3[5] = { 3*3*3*3, 3*3*3, 3*3, 3, 1 };
158 /* indexes of words : 210,217,219,274,334 44,175,233,270,273 57,70,103,237,269 100,285,295,337,354 101,102,111,275,296
159 s2usw = sorted to unsorted wordvec: 44 is at index 5, 57 at index 10...
161 static const unsigned int wordvec[25] = {44,57,70,100,101,102,103,111,175,210,217,219,233,237,269,270,273,274,275,285,295,296,334,337,354};
162 static const uint8_t s2usw[25] = { 5,10,11, 15, 20, 21, 12, 22, 6, 0, 1, 2, 7, 13, 14, 8, 9, 3, 23, 16, 17, 24, 4, 18, 19};
164 uint8_t wordt2b[5] = { 0, 0, 0, 0, 0 }; /* word ternary to binary */
165 uint64_t intpic[32][32];
167 uint8_t *p = picref->data[0];
171 uint64_t conflist[DIFFELEM_SIZE];
172 int f = 0, g = 0, w = 0;
173 int32_t dh1 = 1, dh2 = 1, dw1 = 1, dw2 = 1, a, b;
175 int i, j, k, ternary;
178 int64_t th; /* threshold */
181 int64_t precfactor = (sc->divide) ? 65536 : BLOCK_LCM;
184 if (sc->curfinesig) {
185 fs = av_mallocz(sizeof(FineSignature));
187 return AVERROR(ENOMEM);
188 sc->curfinesig->next = fs;
189 fs->prev = sc->curfinesig;
192 fs = sc->curfinesig = sc->finesiglist;
193 sc->curcoarsesig1->first = fs;
196 fs->pts = picref->pts;
197 fs->index = sc->lastindex++;
199 memset(intpic, 0, sizeof(uint64_t)*32*32);
200 intjlut = av_malloc_array(inlink->w, sizeof(int));
202 return AVERROR(ENOMEM);
203 for (i = 0; i < inlink->w; i++) {
204 intjlut[i] = (i*32)/inlink->w;
207 for (i = 0; i < inlink->h; i++) {
208 inti = (i*32)/inlink->h;
209 for (j = 0; j < inlink->w; j++) {
211 intpic[inti][intj] += p[j];
213 p += picref->linesize[0];
217 /* The following calculates a summed area table (intpic) and brings the numbers
218 * in intpic to the same denominator.
219 * So you only have to handle the numinator in the following sections.
221 dh1 = inlink->h / 32;
224 dw1 = inlink->w / 32;
227 denom = (sc->divide) ? dh1 * dh2 * dw1 * dw2 : 1;
229 for (i = 0; i < 32; i++) {
233 a = ((inlink->h*(i+1))%32 == 0) ? (inlink->h*(i+1))/32 - 1 : (inlink->h*(i+1))/32;
234 a -= ((inlink->h*i)%32 == 0) ? (inlink->h*i)/32 - 1 : (inlink->h*i)/32;
235 a = (a == dh1)? dh2 : dh1;
237 for (j = 0; j < 32; j++) {
240 b = ((inlink->w*(j+1))%32 == 0) ? (inlink->w*(j+1))/32 - 1 : (inlink->w*(j+1))/32;
241 b -= ((inlink->w*j)%32 == 0) ? (inlink->w*j)/32 - 1 : (inlink->w*j)/32;
242 b = (b == dw1)? dw2 : dw1;
244 rowcount += intpic[i][j] * a * b * precfactor / denom;
246 intpic[i][j] = intpic[i-1][j] + rowcount;
248 intpic[i][j] = rowcount;
253 denom = (sc->divide) ? 1 : dh1 * dh2 * dw1 * dw2;
255 for (i = 0; i < ELEMENT_COUNT; i++) {
256 const ElemCat* elemcat = elements[i];
257 int64_t* elemsignature;
258 uint64_t* sortsignature;
260 elemsignature = av_malloc_array(elemcat->elem_count, sizeof(int64_t));
262 return AVERROR(ENOMEM);
263 sortsignature = av_malloc_array(elemcat->elem_count, sizeof(int64_t));
264 if (!sortsignature) {
265 av_freep(&elemsignature);
266 return AVERROR(ENOMEM);
269 for (j = 0; j < elemcat->elem_count; j++) {
272 for (k = 0; k < elemcat->left_count; k++) {
273 blocksum += get_block_sum(sc, intpic, &elemcat->blocks[j*elemcat->block_count+k]);
274 blocksize += get_block_size(&elemcat->blocks[j*elemcat->block_count+k]);
276 sum = blocksum / blocksize;
277 if (elemcat->av_elem) {
278 sum -= 128 * precfactor * denom;
282 for (; k < elemcat->block_count; k++) {
283 blocksum += get_block_sum(sc, intpic, &elemcat->blocks[j*elemcat->block_count+k]);
284 blocksize += get_block_size(&elemcat->blocks[j*elemcat->block_count+k]);
286 sum -= blocksum / blocksize;
287 conflist[g++] = FFABS(sum * 8 / (precfactor * denom));
290 elemsignature[j] = sum;
291 sortsignature[j] = FFABS(sum);
295 qsort(sortsignature, elemcat->elem_count, sizeof(uint64_t), cmp);
296 th = sortsignature[(int) (elemcat->elem_count*0.333)];
299 for (j = 0; j < elemcat->elem_count; j++) {
300 if (elemsignature[j] < -th) {
302 } else if (elemsignature[j] <= th) {
307 fs->framesig[f/5] += ternary * pot3[f%5];
309 if (f == wordvec[w]) {
310 fs->words[s2usw[w]/5] += ternary * pot3[wordt2b[s2usw[w]/5]++];
316 av_freep(&elemsignature);
317 av_freep(&sortsignature);
321 qsort(conflist, DIFFELEM_SIZE, sizeof(uint64_t), cmp);
322 fs->confidence = FFMIN(conflist[DIFFELEM_SIZE/2], 255);
324 /* coarsesignature */
325 if (sc->coarsecount == 0) {
326 if (sc->curcoarsesig2) {
327 sc->curcoarsesig1 = av_mallocz(sizeof(CoarseSignature));
328 if (!sc->curcoarsesig1)
329 return AVERROR(ENOMEM);
330 sc->curcoarsesig1->first = fs;
331 sc->curcoarsesig2->next = sc->curcoarsesig1;
332 sc->coarseend = sc->curcoarsesig1;
335 if (sc->coarsecount == 45) {
337 sc->curcoarsesig2 = av_mallocz(sizeof(CoarseSignature));
338 if (!sc->curcoarsesig2)
339 return AVERROR(ENOMEM);
340 sc->curcoarsesig2->first = fs;
341 sc->curcoarsesig1->next = sc->curcoarsesig2;
342 sc->coarseend = sc->curcoarsesig2;
344 for (i = 0; i < 5; i++) {
345 set_bit(sc->curcoarsesig1->data[i], fs->words[i]);
347 /* assuming the actual frame is the last */
348 sc->curcoarsesig1->last = fs;
350 for (i = 0; i < 5; i++) {
351 set_bit(sc->curcoarsesig2->data[i], fs->words[i]);
353 sc->curcoarsesig2->last = fs;
356 sc->coarsecount = (sc->coarsecount+1)%90;
358 /* debug printing finesignature */
359 if (av_log_get_level() == AV_LOG_DEBUG) {
360 av_log(ctx, AV_LOG_DEBUG, "input %d, confidence: %d\n", FF_INLINK_IDX(inlink), fs->confidence);
362 av_log(ctx, AV_LOG_DEBUG, "words:");
363 for (i = 0; i < 5; i++) {
364 av_log(ctx, AV_LOG_DEBUG, " %d:", fs->words[i] );
365 av_log(ctx, AV_LOG_DEBUG, " %d", fs->words[i] / pot3[0] );
366 for (j = 1; j < 5; j++)
367 av_log(ctx, AV_LOG_DEBUG, ",%d", fs->words[i] % pot3[j-1] / pot3[j] );
368 av_log(ctx, AV_LOG_DEBUG, ";");
370 av_log(ctx, AV_LOG_DEBUG, "\n");
372 av_log(ctx, AV_LOG_DEBUG, "framesignature:");
373 for (i = 0; i < SIGELEM_SIZE/5; i++) {
374 av_log(ctx, AV_LOG_DEBUG, " %d", fs->framesig[i] / pot3[0] );
375 for (j = 1; j < 5; j++)
376 av_log(ctx, AV_LOG_DEBUG, ",%d", fs->framesig[i] % pot3[j-1] / pot3[j] );
378 av_log(ctx, AV_LOG_DEBUG, "\n");
381 if (FF_INLINK_IDX(inlink) == 0)
382 return ff_filter_frame(inlink->dst->outputs[0], picref);
386 static int xml_export(AVFilterContext *ctx, StreamContext *sc, const char* filename)
392 unsigned int pot3[5] = { 3*3*3*3, 3*3*3, 3*3, 3, 1 };
394 f = fopen(filename, "w");
396 int err = AVERROR(EINVAL);
398 av_strerror(err, buf, sizeof(buf));
399 av_log(ctx, AV_LOG_ERROR, "cannot open xml file %s: %s\n", filename, buf);
404 fprintf(f, "<?xml version='1.0' encoding='ASCII' ?>\n");
405 fprintf(f, "<Mpeg7 xmlns=\"urn:mpeg:mpeg7:schema:2001\" xmlns:xsi=\"http://www.w3.org/2001/XMLSchema-instance\" xsi:schemaLocation=\"urn:mpeg:mpeg7:schema:2001 schema/Mpeg7-2001.xsd\">\n");
406 fprintf(f, " <DescriptionUnit xsi:type=\"DescriptorCollectionType\">\n");
407 fprintf(f, " <Descriptor xsi:type=\"VideoSignatureType\">\n");
408 fprintf(f, " <VideoSignatureRegion>\n");
409 fprintf(f, " <VideoSignatureSpatialRegion>\n");
410 fprintf(f, " <Pixel>0 0 </Pixel>\n");
411 fprintf(f, " <Pixel>%d %d </Pixel>\n", sc->w - 1, sc->h - 1);
412 fprintf(f, " </VideoSignatureSpatialRegion>\n");
413 fprintf(f, " <StartFrameOfSpatialRegion>0</StartFrameOfSpatialRegion>\n");
414 /* hoping num is 1, other values are vague */
415 fprintf(f, " <MediaTimeUnit>%d</MediaTimeUnit>\n", sc->time_base.den / sc->time_base.num);
416 fprintf(f, " <MediaTimeOfSpatialRegion>\n");
417 fprintf(f, " <StartMediaTimeOfSpatialRegion>0</StartMediaTimeOfSpatialRegion>\n");
418 fprintf(f, " <EndMediaTimeOfSpatialRegion>%" PRIu64 "</EndMediaTimeOfSpatialRegion>\n", sc->coarseend->last->pts);
419 fprintf(f, " </MediaTimeOfSpatialRegion>\n");
421 /* coarsesignatures */
422 for (cs = sc->coarsesiglist; cs; cs = cs->next) {
423 fprintf(f, " <VSVideoSegment>\n");
424 fprintf(f, " <StartFrameOfSegment>%" PRIu32 "</StartFrameOfSegment>\n", cs->first->index);
425 fprintf(f, " <EndFrameOfSegment>%" PRIu32 "</EndFrameOfSegment>\n", cs->last->index);
426 fprintf(f, " <MediaTimeOfSegment>\n");
427 fprintf(f, " <StartMediaTimeOfSegment>%" PRIu64 "</StartMediaTimeOfSegment>\n", cs->first->pts);
428 fprintf(f, " <EndMediaTimeOfSegment>%" PRIu64 "</EndMediaTimeOfSegment>\n", cs->last->pts);
429 fprintf(f, " </MediaTimeOfSegment>\n");
430 for (i = 0; i < 5; i++) {
431 fprintf(f, " <BagOfWords>");
432 for (j = 0; j < 31; j++) {
433 uint8_t n = cs->data[i][j];
435 fprintf(f, "%d %d %d %d %d %d %d %d ", (n & 0x80) >> 7,
444 /* print only 3 bit in last byte */
445 fprintf(f, "%d %d %d ", (n & 0x80) >> 7,
450 fprintf(f, "</BagOfWords>\n");
452 fprintf(f, " </VSVideoSegment>\n");
456 for (fs = sc->finesiglist; fs; fs = fs->next) {
457 fprintf(f, " <VideoFrame>\n");
458 fprintf(f, " <MediaTimeOfFrame>%" PRIu64 "</MediaTimeOfFrame>\n", fs->pts);
460 fprintf(f, " <FrameConfidence>%d</FrameConfidence>\n", fs->confidence);
462 fprintf(f, " <Word>");
463 for (i = 0; i < 5; i++) {
464 fprintf(f, "%d ", fs->words[i]);
469 fprintf(f, "</Word>\n");
471 fprintf(f, " <FrameSignature>");
472 for (i = 0; i< SIGELEM_SIZE/5; i++) {
476 fprintf(f, "%d ", fs->framesig[i] / pot3[0]);
477 for (j = 1; j < 5; j++)
478 fprintf(f, " %d ", fs->framesig[i] % pot3[j-1] / pot3[j] );
480 fprintf(f, "</FrameSignature>\n");
481 fprintf(f, " </VideoFrame>\n");
483 fprintf(f, " </VideoSignatureRegion>\n");
484 fprintf(f, " </Descriptor>\n");
485 fprintf(f, " </DescriptionUnit>\n");
486 fprintf(f, "</Mpeg7>\n");
492 static int binary_export(AVFilterContext *ctx, StreamContext *sc, const char* filename)
497 uint32_t numofsegments = (sc->lastindex + 44)/45;
500 /* buffer + header + coarsesignatures + finesignature */
501 int len = (512 + 6 * 32 + 3*16 + 2 +
502 numofsegments * (4*32 + 1 + 5*243) +
503 sc->lastindex * (2 + 32 + 6*8 + 608)) / 8;
504 uint8_t* buffer = av_malloc_array(len, sizeof(uint8_t));
506 return AVERROR(ENOMEM);
508 f = fopen(filename, "wb");
510 int err = AVERROR(EINVAL);
512 av_strerror(err, buf, sizeof(buf));
513 av_log(ctx, AV_LOG_ERROR, "cannot open file %s: %s\n", filename, buf);
517 init_put_bits(&buf, buffer, len);
519 put_bits32(&buf, 1); /* NumOfSpatial Regions, only 1 supported */
520 put_bits(&buf, 1, 1); /* SpatialLocationFlag, always the whole image */
521 put_bits32(&buf, 0); /* PixelX,1 PixelY,1, 0,0 */
522 put_bits(&buf, 16, sc->w-1 & 0xFFFF); /* PixelX,2 */
523 put_bits(&buf, 16, sc->h-1 & 0xFFFF); /* PixelY,2 */
524 put_bits32(&buf, 0); /* StartFrameOfSpatialRegion */
525 put_bits32(&buf, sc->lastindex); /* NumOfFrames */
526 /* hoping num is 1, other values are vague */
527 /* den/num might be greater than 16 bit, so cutting it */
528 put_bits(&buf, 16, 0xFFFF & (sc->time_base.den / sc->time_base.num)); /* MediaTimeUnit */
529 put_bits(&buf, 1, 1); /* MediaTimeFlagOfSpatialRegion */
530 put_bits32(&buf, 0); /* StartMediaTimeOfSpatialRegion */
531 put_bits32(&buf, 0xFFFFFFFF & sc->coarseend->last->pts); /* EndMediaTimeOfSpatialRegion */
532 put_bits32(&buf, numofsegments); /* NumOfSegments */
533 /* coarsesignatures */
534 for (cs = sc->coarsesiglist; cs; cs = cs->next) {
535 put_bits32(&buf, cs->first->index); /* StartFrameOfSegment */
536 put_bits32(&buf, cs->last->index); /* EndFrameOfSegment */
537 put_bits(&buf, 1, 1); /* MediaTimeFlagOfSegment */
538 put_bits32(&buf, 0xFFFFFFFF & cs->first->pts); /* StartMediaTimeOfSegment */
539 put_bits32(&buf, 0xFFFFFFFF & cs->last->pts); /* EndMediaTimeOfSegment */
540 for (i = 0; i < 5; i++) {
541 /* put 243 bits ( = 7 * 32 + 19 = 8 * 28 + 19) into buffer */
542 for (j = 0; j < 30; j++) {
543 put_bits(&buf, 8, cs->data[i][j]);
545 put_bits(&buf, 3, cs->data[i][30] >> 5);
549 put_bits(&buf, 1, 0); /* CompressionFlag, only 0 supported */
550 for (fs = sc->finesiglist; fs; fs = fs->next) {
551 put_bits(&buf, 1, 1); /* MediaTimeFlagOfFrame */
552 put_bits32(&buf, 0xFFFFFFFF & fs->pts); /* MediaTimeOfFrame */
553 put_bits(&buf, 8, fs->confidence); /* FrameConfidence */
554 for (i = 0; i < 5; i++) {
555 put_bits(&buf, 8, fs->words[i]); /* Words */
558 for (i = 0; i < SIGELEM_SIZE/5; i++) {
559 put_bits(&buf, 8, fs->framesig[i]);
563 flush_put_bits(&buf);
564 fwrite(buffer, 1, put_bytes_output(&buf), f);
570 static int export(AVFilterContext *ctx, StreamContext *sc, int input)
572 SignatureContext* sic = ctx->priv;
575 if (sic->nb_inputs > 1) {
576 /* error already handled */
577 av_assert0(av_get_frame_filename(filename, sizeof(filename), sic->filename, input) == 0);
579 if (av_strlcpy(filename, sic->filename, sizeof(filename)) >= sizeof(filename))
580 return AVERROR(EINVAL);
582 if (sic->format == FORMAT_XML) {
583 return xml_export(ctx, sc, filename);
585 return binary_export(ctx, sc, filename);
589 static int request_frame(AVFilterLink *outlink)
591 AVFilterContext *ctx = outlink->src;
592 SignatureContext *sic = ctx->priv;
593 StreamContext *sc, *sc2;
596 int lookup = 1; /* indicates wheather EOF of all files is reached */
598 /* process all inputs */
599 for (i = 0; i < sic->nb_inputs; i++){
600 sc = &(sic->streamcontexts[i]);
602 ret = ff_request_frame(ctx->inputs[i]);
604 /* return if unexpected error occurs in input stream */
605 if (ret < 0 && ret != AVERROR_EOF)
608 /* export signature at EOF */
609 if (ret == AVERROR_EOF && !sc->exported) {
610 /* export if wanted */
611 if (strlen(sic->filename) > 0) {
612 if (export(ctx, sc, i) < 0)
617 lookup &= sc->exported;
620 /* signature lookup */
621 if (lookup && sic->mode != MODE_OFF) {
622 /* iterate over every pair */
623 for (i = 0; i < sic->nb_inputs; i++) {
624 sc = &(sic->streamcontexts[i]);
625 for (j = i+1; j < sic->nb_inputs; j++) {
626 sc2 = &(sic->streamcontexts[j]);
627 match = lookup_signatures(ctx, sic, sc, sc2, sic->mode);
628 if (match.score != 0) {
629 av_log(ctx, AV_LOG_INFO, "matching of video %d at %f and %d at %f, %d frames matching\n",
630 i, ((double) match.first->pts * sc->time_base.num) / sc->time_base.den,
631 j, ((double) match.second->pts * sc2->time_base.num) / sc2->time_base.den,
634 av_log(ctx, AV_LOG_INFO, "whole video matching\n");
636 av_log(ctx, AV_LOG_INFO, "no matching of video %d and %d\n", i, j);
645 static av_cold int init(AVFilterContext *ctx)
648 SignatureContext *sic = ctx->priv;
653 sic->streamcontexts = av_mallocz(sic->nb_inputs * sizeof(StreamContext));
654 if (!sic->streamcontexts)
655 return AVERROR(ENOMEM);
657 for (i = 0; i < sic->nb_inputs; i++) {
659 .type = AVMEDIA_TYPE_VIDEO,
660 .name = av_asprintf("in%d", i),
661 .config_props = config_input,
662 .filter_frame = filter_frame,
666 return AVERROR(ENOMEM);
667 if ((ret = ff_insert_inpad(ctx, i, &pad)) < 0) {
672 sc = &(sic->streamcontexts[i]);
675 sc->finesiglist = av_mallocz(sizeof(FineSignature));
676 if (!sc->finesiglist)
677 return AVERROR(ENOMEM);
678 sc->curfinesig = NULL;
680 sc->coarsesiglist = av_mallocz(sizeof(CoarseSignature));
681 if (!sc->coarsesiglist)
682 return AVERROR(ENOMEM);
683 sc->curcoarsesig1 = sc->coarsesiglist;
684 sc->coarseend = sc->coarsesiglist;
690 if (sic->nb_inputs > 1 && strlen(sic->filename) > 0 && av_get_frame_filename(tmp, sizeof(tmp), sic->filename, 0) == -1) {
691 av_log(ctx, AV_LOG_ERROR, "The filename must contain %%d or %%0nd, if you have more than one input.\n");
692 return AVERROR(EINVAL);
700 static av_cold void uninit(AVFilterContext *ctx)
702 SignatureContext *sic = ctx->priv;
705 FineSignature* finsig;
706 CoarseSignature* cousig;
711 if (sic->streamcontexts != NULL) {
712 for (i = 0; i < sic->nb_inputs; i++) {
713 sc = &(sic->streamcontexts[i]);
714 finsig = sc->finesiglist;
715 cousig = sc->coarsesiglist;
719 finsig = finsig->next;
722 sc->finesiglist = NULL;
726 cousig = cousig->next;
729 sc->coarsesiglist = NULL;
731 av_freep(&sic->streamcontexts);
733 for (unsigned i = 0; i < ctx->nb_inputs; i++)
734 av_freep(&ctx->input_pads[i].name);
737 static int config_output(AVFilterLink *outlink)
739 AVFilterContext *ctx = outlink->src;
740 AVFilterLink *inlink = ctx->inputs[0];
742 outlink->time_base = inlink->time_base;
743 outlink->frame_rate = inlink->frame_rate;
744 outlink->sample_aspect_ratio = inlink->sample_aspect_ratio;
745 outlink->w = inlink->w;
746 outlink->h = inlink->h;
751 static const AVFilterPad signature_outputs[] = {
754 .type = AVMEDIA_TYPE_VIDEO,
755 .request_frame = request_frame,
756 .config_props = config_output,
761 const AVFilter ff_vf_signature = {
763 .description = NULL_IF_CONFIG_SMALL("Calculate the MPEG-7 video signature"),
764 .priv_size = sizeof(SignatureContext),
765 .priv_class = &signature_class,
768 .query_formats = query_formats,
769 .outputs = signature_outputs,
771 .flags = AVFILTER_FLAG_DYNAMIC_INPUTS,