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| | 1 | /* |
| | 2 | * This file is part of FFmpeg. |
| | 3 | * |
| | 4 | * FFmpeg is free software; you can redistribute it and/or |
| | 5 | * modify it under the terms of the GNU Lesser General Public |
| | 6 | * License as published by the Free Software Foundation; either |
| | 7 | * version 2.1 of the License, or (at your option) any later version. |
| | 8 | * |
| | 9 | * FFmpeg is distributed in the hope that it will be useful, |
| | 10 | * but WITHOUT ANY WARRANTY; without even the implied warranty of |
| | 11 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU |
| | 12 | * Lesser General Public License for more details. |
| | 13 | * |
| | 14 | * You should have received a copy of the GNU Lesser General Public |
| | 15 | * License along with FFmpeg; if not, write to the Free Software |
| | 16 | * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA |
| | 17 | */ |
| | 18 | |
| | 19 | /** |
| | 20 | * @file |
| | 21 | * Calculate the correlation between two input videos. |
| | 22 | */ |
| | 23 | |
| | 24 | #include "libavutil/avstring.h" |
| | 25 | #include "libavutil/opt.h" |
| | 26 | #include "libavutil/pixdesc.h" |
| | 27 | #include "avfilter.h" |
| | 28 | #include "drawutils.h" |
| | 29 | #include "formats.h" |
| | 30 | #include "framesync.h" |
| | 31 | #include "internal.h" |
| | 32 | #include "video.h" |
| | 33 | |
| | 34 | typedef struct CorrContext { |
| | 35 | const AVClass *class; |
| | 36 | FFFrameSync fs; |
| | 37 | double score, min_score, max_score, score_comp[4]; |
| | 38 | uint64_t nb_frames; |
| | 39 | int is_rgb; |
| | 40 | uint8_t rgba_map[4]; |
| | 41 | int max[4]; |
| | 42 | char comps[4]; |
| | 43 | int nb_components; |
| | 44 | int planewidth[4]; |
| | 45 | int planeheight[4]; |
| | 46 | int (*filter_slice)(AVFilterContext *ctx, void *arg, |
| | 47 | int jobnr, int nb_jobs); |
| | 48 | } CorrContext; |
| | 49 | |
| | 50 | #define OFFSET(x) offsetof(CorrContext, x) |
| | 51 | #define FLAGS AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_VIDEO_PARAM |
| | 52 | |
| | 53 | static void set_meta(AVFilterContext *ctx, |
| | 54 | AVDictionary **metadata, const char *key, char comp, float d) |
| | 55 | { |
| | 56 | char value[128]; |
| | 57 | snprintf(value, sizeof(value), "%f", d); |
| | 58 | if (comp) { |
| | 59 | char key2[128]; |
| | 60 | snprintf(key2, sizeof(key2), "lavfi.%s.%s%s%c", |
| | 61 | ctx->filter->name, ctx->filter->name, key, comp); |
| | 62 | av_dict_set(metadata, key2, value, 0); |
| | 63 | } else { |
| | 64 | char key2[128]; |
| | 65 | snprintf(key2, sizeof(key2), "lavfi.%s.%s%s", |
| | 66 | ctx->filter->name, ctx->filter->name, key); |
| | 67 | av_dict_set(metadata, key2, value, 0); |
| | 68 | } |
| | 69 | } |
| | 70 | |
| | 71 | #define CORR(type, name) \ |
| | 72 | static void f##name(AVFilterContext *ctx, AVFrame *master, \ |
| | 73 | AVFrame *ref, double *comp_score) \ |
| | 74 | { \ |
| | 75 | CorrContext *s = ctx->priv; \ |
| | 76 | \ |
| | 77 | for (int c = 0; c < s->nb_components; c++) { \ |
| | 78 | const ptrdiff_t linesize1 = master->linesize[c] / \ |
| | 79 | sizeof(type); \ |
| | 80 | const ptrdiff_t linesize2 = ref->linesize[c] / \ |
| | 81 | sizeof(type); \ |
| | 82 | const type *src1 = (const type *)master->data[c]; \ |
| | 83 | const type *src2 = (const type *)ref->data[c]; \ |
| | 84 | const int h = s->planeheight[c]; \ |
| | 85 | const int w = s->planewidth[c]; \ |
| | 86 | const float scale = 1.f / s->max[c]; \ |
| | 87 | uint64_t sum1 = 0, sum2 = 0; \ |
| | 88 | float sum12, sum1q, sum2q; \ |
| | 89 | float sumq, mean1, mean2; \ |
| | 90 | \ |
| | 91 | for (int y = 0; y < h; y++) { \ |
| | 92 | for (int x = 0; x < w; x++) { \ |
| | 93 | sum1 += src1[x]; \ |
| | 94 | sum2 += src2[x]; \ |
| | 95 | } \ |
| | 96 | \ |
| | 97 | src1 += linesize1; \ |
| | 98 | src2 += linesize2; \ |
| | 99 | } \ |
| | 100 | \ |
| | 101 | mean1 = scale * (sum1 /(double)(w * h)); \ |
| | 102 | mean2 = scale * (sum2 /(double)(w * h)); \ |
| | 103 | \ |
| | 104 | src1 = (const type *)master->data[c]; \ |
| | 105 | src2 = (const type *)ref->data[c]; \ |
| | 106 | \ |
| | 107 | sum12 = 0.f; \ |
| | 108 | sum1q = 0.f; \ |
| | 109 | sum2q = 0.f; \ |
| | 110 | \ |
| | 111 | for (int y = 0; y < h; y++) { \ |
| | 112 | for (int x = 0; x < w; x++) { \ |
| | 113 | const float f1 = scale * src1[x] - mean1; \ |
| | 114 | const float f2 = scale * src2[x] - mean2; \ |
| | 115 | \ |
| | 116 | sum12 += f1 * f2; \ |
| | 117 | sum1q += f1 * f1; \ |
| | 118 | sum2q += f2 * f2; \ |
| | 119 | } \ |
| | 120 | \ |
| | 121 | src1 += linesize1; \ |
| | 122 | src2 += linesize2; \ |
| | 123 | } \ |
| | 124 | \ |
| | 125 | sumq = sqrtf(sum1q * sum2q); \ |
| | 126 | if (sumq > 0.f) { \ |
| | 127 | comp_score[c] = av_clipf(sum12 / sumq,-1.f,1.f); \ |
| | 128 | } else { \ |
| | 129 | comp_score[c] = sum1q == sum2q ? 1.f : 0.f; \ |
| | 130 | } \ |
| | 131 | } \ |
| | 132 | } |
| | 133 | |
| | 134 | CORR(uint8_t, corr8) |
| | 135 | CORR(uint16_t, corr16) |
| | 136 | |
| | 137 | static int do_corr(FFFrameSync *fs) |
| | 138 | { |
| | 139 | AVFilterContext *ctx = fs->parent; |
| | 140 | CorrContext *s = ctx->priv; |
| | 141 | AVFrame *master, *ref; |
| | 142 | double comp_score[4], score = 0.; |
| | 143 | AVDictionary **metadata; |
| | 144 | int ret; |
| | 145 | |
| | 146 | ret = ff_framesync_dualinput_get(fs, &master, &ref); |
| | 147 | if (ret < 0) |
| | 148 | return ret; |
| | 149 | if (ctx->is_disabled || !ref) |
| | 150 | return ff_filter_frame(ctx->outputs[0], master); |
| | 151 | metadata = &master->metadata; |
| | 152 | |
| | 153 | if (s->max[0] > 255) { |
| | 154 | fcorr16(ctx, master, ref, comp_score); |
| | 155 | } else { |
| | 156 | fcorr8(ctx, master, ref, comp_score); |
| | 157 | } |
| | 158 | |
| | 159 | for (int c = 0; c < s->nb_components; c++) |
| | 160 | score += comp_score[c]; |
| | 161 | score /= s->nb_components; |
| | 162 | s->score += score; |
| | 163 | |
| | 164 | s->min_score = fmin(s->min_score, score); |
| | 165 | s->max_score = fmax(s->max_score, score); |
| | 166 | |
| | 167 | for (int c = 0; c < s->nb_components; c++) |
| | 168 | s->score_comp[c] += comp_score[c]; |
| | 169 | s->nb_frames++; |
| | 170 | |
| | 171 | for (int j = 0; j < s->nb_components; j++) { |
| | 172 | int c = s->is_rgb ? s->rgba_map[j] : j; |
| | 173 | set_meta(ctx, metadata, ".", s->comps[j], comp_score[c]); |
| | 174 | } |
| | 175 | set_meta(ctx, metadata, "_avg", 0, score); |
| | 176 | |
| | 177 | return ff_filter_frame(ctx->outputs[0], master); |
| | 178 | } |
| | 179 | |
| | 180 | static av_cold int init(AVFilterContext *ctx) |
| | 181 | { |
| | 182 | CorrContext *s = ctx->priv; |
| | 183 | |
| | 184 | s->fs.on_event = do_corr; |
| | 185 | |
| | 186 | return 0; |
| | 187 | } |
| | 188 | |
| | 189 | static const enum AVPixelFormat pix_fmts[] = { |
| | 190 | AV_PIX_FMT_GRAY8, AV_PIX_FMT_GRAY9, AV_PIX_FMT_GRAY10, AV_PIX_FMT_GRAY12, AV_PIX_FMT_GRAY14, AV_PIX_FMT_GRAY16, |
| | 191 | #define PF_NOALPHA(suf) AV_PIX_FMT_YUV420##suf, AV_PIX_FMT_YUV422##suf, AV_PIX_FMT_YUV444##suf |
| | 192 | #define PF_ALPHA(suf) AV_PIX_FMT_YUVA420##suf, AV_PIX_FMT_YUVA422##suf, AV_PIX_FMT_YUVA444##suf |
| | 193 | #define PF(suf) PF_NOALPHA(suf), PF_ALPHA(suf) |
| | 194 | PF(P), PF(P9), PF(P10), PF_NOALPHA(P12), PF_NOALPHA(P14), PF(P16), |
| | 195 | AV_PIX_FMT_YUV440P, AV_PIX_FMT_YUV411P, AV_PIX_FMT_YUV410P, |
| | 196 | AV_PIX_FMT_YUVJ411P, AV_PIX_FMT_YUVJ420P, AV_PIX_FMT_YUVJ422P, |
| | 197 | AV_PIX_FMT_YUVJ440P, AV_PIX_FMT_YUVJ444P, |
| | 198 | AV_PIX_FMT_GBRP, AV_PIX_FMT_GBRP9, AV_PIX_FMT_GBRP10, |
| | 199 | AV_PIX_FMT_GBRP12, AV_PIX_FMT_GBRP14, AV_PIX_FMT_GBRP16, |
| | 200 | AV_PIX_FMT_GBRAP, AV_PIX_FMT_GBRAP10, AV_PIX_FMT_GBRAP12, AV_PIX_FMT_GBRAP16, |
| | 201 | AV_PIX_FMT_NONE |
| | 202 | }; |
| | 203 | |
| | 204 | static int config_input_ref(AVFilterLink *inlink) |
| | 205 | { |
| | 206 | const AVPixFmtDescriptor *desc = av_pix_fmt_desc_get(inlink->format); |
| | 207 | AVFilterContext *ctx = inlink->dst; |
| | 208 | CorrContext *s = ctx->priv; |
| | 209 | |
| | 210 | s->nb_components = desc->nb_components; |
| | 211 | if (ctx->inputs[0]->w != ctx->inputs[1]->w || |
| | 212 | ctx->inputs[0]->h != ctx->inputs[1]->h) { |
| | 213 | av_log(ctx, AV_LOG_ERROR, "Width and height of input videos must be same.\n"); |
| | 214 | return AVERROR(EINVAL); |
| | 215 | } |
| | 216 | |
| | 217 | s->is_rgb = ff_fill_rgba_map(s->rgba_map, inlink->format) >= 0; |
| | 218 | s->comps[0] = s->is_rgb ? 'R' : 'Y' ; |
| | 219 | s->comps[1] = s->is_rgb ? 'G' : 'U' ; |
| | 220 | s->comps[2] = s->is_rgb ? 'B' : 'V' ; |
| | 221 | s->comps[3] = 'A'; |
| | 222 | |
| | 223 | s->planeheight[1] = s->planeheight[2] = AV_CEIL_RSHIFT(inlink->h, desc->log2_chroma_h); |
| | 224 | s->planeheight[0] = s->planeheight[3] = inlink->h; |
| | 225 | s->planewidth[1] = s->planewidth[2] = AV_CEIL_RSHIFT(inlink->w, desc->log2_chroma_w); |
| | 226 | s->planewidth[0] = s->planewidth[3] = inlink->w; |
| | 227 | |
| | 228 | s->min_score = +INFINITY; |
| | 229 | s->max_score = -INFINITY; |
| | 230 | |
| | 231 | s->max[0] = (1 << desc->comp[0].depth) - 1; |
| | 232 | s->max[1] = (1 << desc->comp[1].depth) - 1; |
| | 233 | s->max[2] = (1 << desc->comp[2].depth) - 1; |
| | 234 | s->max[3] = (1 << desc->comp[3].depth) - 1; |
| | 235 | |
| | 236 | return 0; |
| | 237 | } |
| | 238 | |
| | 239 | static int config_output(AVFilterLink *outlink) |
| | 240 | { |
| | 241 | AVFilterContext *ctx = outlink->src; |
| | 242 | CorrContext *s = ctx->priv; |
| | 243 | AVFilterLink *mainlink = ctx->inputs[0]; |
| | 244 | int ret; |
| | 245 | |
| | 246 | ret = ff_framesync_init_dualinput(&s->fs, ctx); |
| | 247 | if (ret < 0) |
| | 248 | return ret; |
| | 249 | outlink->w = mainlink->w; |
| | 250 | outlink->h = mainlink->h; |
| | 251 | outlink->time_base = mainlink->time_base; |
| | 252 | outlink->sample_aspect_ratio = mainlink->sample_aspect_ratio; |
| | 253 | outlink->frame_rate = mainlink->frame_rate; |
| | 254 | if ((ret = ff_framesync_configure(&s->fs)) < 0) |
| | 255 | return ret; |
| | 256 | |
| | 257 | outlink->time_base = s->fs.time_base; |
| | 258 | |
| | 259 | if (av_cmp_q(mainlink->time_base, outlink->time_base) || |
| | 260 | av_cmp_q(ctx->inputs[1]->time_base, outlink->time_base)) |
| | 261 | 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", |
| | 262 | mainlink->time_base.num, mainlink->time_base.den, |
| | 263 | ctx->inputs[1]->time_base.num, ctx->inputs[1]->time_base.den); |
| | 264 | |
| | 265 | return 0; |
| | 266 | } |
| | 267 | |
| | 268 | static int activate(AVFilterContext *ctx) |
| | 269 | { |
| | 270 | CorrContext *s = ctx->priv; |
| | 271 | return ff_framesync_activate(&s->fs); |
| | 272 | } |
| | 273 | |
| | 274 | static av_cold void uninit(AVFilterContext *ctx) |
| | 275 | { |
| | 276 | CorrContext *s = ctx->priv; |
| | 277 | |
| | 278 | if (s->nb_frames > 0) { |
| | 279 | char buf[256]; |
| | 280 | |
| | 281 | buf[0] = 0; |
| | 282 | for (int j = 0; j < s->nb_components; j++) { |
| | 283 | int c = s->is_rgb ? s->rgba_map[j] : j; |
| | 284 | av_strlcatf(buf, sizeof(buf), " %c:%f", s->comps[j], s->score_comp[c] / s->nb_frames); |
| | 285 | } |
| | 286 | |
| | 287 | av_log(ctx, AV_LOG_INFO, "%s%s average:%f min:%f max:%f\n", |
| | 288 | ctx->filter->name, |
| | 289 | buf, |
| | 290 | s->score / s->nb_frames, |
| | 291 | s->min_score, |
| | 292 | s->max_score); |
| | 293 | } |
| | 294 | |
| | 295 | ff_framesync_uninit(&s->fs); |
| | 296 | } |
| | 297 | |
| | 298 | static const AVFilterPad corr_inputs[] = { |
| | 299 | { |
| | 300 | .name = "main", |
| | 301 | .type = AVMEDIA_TYPE_VIDEO, |
| | 302 | },{ |
| | 303 | .name = "reference", |
| | 304 | .type = AVMEDIA_TYPE_VIDEO, |
| | 305 | .config_props = config_input_ref, |
| | 306 | }, |
| | 307 | }; |
| | 308 | |
| | 309 | static const AVFilterPad corr_outputs[] = { |
| | 310 | { |
| | 311 | .name = "default", |
| | 312 | .type = AVMEDIA_TYPE_VIDEO, |
| | 313 | .config_props = config_output, |
| | 314 | }, |
| | 315 | }; |
| | 316 | |
| | 317 | static const AVOption options[] = { |
| | 318 | { NULL } |
| | 319 | }; |
| | 320 | |
| | 321 | #define corr_options options |
| | 322 | FRAMESYNC_DEFINE_CLASS(corr, CorrContext, fs); |
| | 323 | |
| | 324 | const AVFilter ff_vf_corr = { |
| | 325 | .name = "corr", |
| | 326 | .description = NULL_IF_CONFIG_SMALL("Calculate the correlation between two video streams."), |
| | 327 | .preinit = corr_framesync_preinit, |
| | 328 | .init = init, |
| | 329 | .uninit = uninit, |
| | 330 | .activate = activate, |
| | 331 | .priv_size = sizeof(CorrContext), |
| | 332 | .priv_class = &corr_class, |
| | 333 | FILTER_INPUTS(corr_inputs), |
| | 334 | FILTER_OUTPUTS(corr_outputs), |
| | 335 | FILTER_PIXFMTS_ARRAY(pix_fmts), |
| | 336 | .flags = AVFILTER_FLAG_SUPPORT_TIMELINE_INTERNAL | |
| | 337 | AVFILTER_FLAG_METADATA_ONLY, |
| | 338 | }; |