| Line | Branch | Exec | Source |
|---|---|---|---|
| 1 | /* | ||
| 2 | * Copyright (c) 2014-2015 Michael Niedermayer <michaelni@gmx.at> | ||
| 3 | * | ||
| 4 | * This file is part of FFmpeg. | ||
| 5 | * | ||
| 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. | ||
| 10 | * | ||
| 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. | ||
| 15 | * | ||
| 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. | ||
| 19 | */ | ||
| 20 | |||
| 21 | /** | ||
| 22 | * @todo switch to dualinput | ||
| 23 | */ | ||
| 24 | |||
| 25 | #include "libavutil/opt.h" | ||
| 26 | |||
| 27 | #include "filters.h" | ||
| 28 | #include "video.h" | ||
| 29 | |||
| 30 | #include "lavfutils.h" | ||
| 31 | |||
| 32 | #define MAX_MIPMAPS 5 | ||
| 33 | |||
| 34 | typedef struct FOCContext { | ||
| 35 | AVClass *class; | ||
| 36 | float threshold; | ||
| 37 | int mipmaps; | ||
| 38 | int xmin, ymin, xmax, ymax; | ||
| 39 | char *obj_filename; | ||
| 40 | int last_x, last_y; | ||
| 41 | AVFrame *obj_frame; | ||
| 42 | AVFrame *needle_frame[MAX_MIPMAPS]; | ||
| 43 | AVFrame *haystack_frame[MAX_MIPMAPS]; | ||
| 44 | int discard; | ||
| 45 | } FOCContext; | ||
| 46 | |||
| 47 | #define OFFSET(x) offsetof(FOCContext, x) | ||
| 48 | #define FLAGS AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_VIDEO_PARAM | ||
| 49 | static const AVOption find_rect_options[] = { | ||
| 50 | { "object", "object bitmap filename", OFFSET(obj_filename), AV_OPT_TYPE_STRING, {.str = NULL}, .flags = FLAGS }, | ||
| 51 | { "threshold", "set threshold", OFFSET(threshold), AV_OPT_TYPE_FLOAT, {.dbl = 0.5}, 0, 1.0, FLAGS }, | ||
| 52 | { "mipmaps", "set mipmaps", OFFSET(mipmaps), AV_OPT_TYPE_INT, {.i64 = 3}, 1, MAX_MIPMAPS, FLAGS }, | ||
| 53 | { "xmin", "", OFFSET(xmin), AV_OPT_TYPE_INT, {.i64 = 0}, 0, INT_MAX, FLAGS }, | ||
| 54 | { "ymin", "", OFFSET(ymin), AV_OPT_TYPE_INT, {.i64 = 0}, 0, INT_MAX, FLAGS }, | ||
| 55 | { "xmax", "", OFFSET(xmax), AV_OPT_TYPE_INT, {.i64 = INT_MAX}, 0, INT_MAX, FLAGS }, | ||
| 56 | { "ymax", "", OFFSET(ymax), AV_OPT_TYPE_INT, {.i64 = INT_MAX}, 0, INT_MAX, FLAGS }, | ||
| 57 | { "discard", "", OFFSET(discard), AV_OPT_TYPE_BOOL, {.i64 = 0}, 0, 1, FLAGS }, | ||
| 58 | { NULL } | ||
| 59 | }; | ||
| 60 | |||
| 61 | AVFILTER_DEFINE_CLASS(find_rect); | ||
| 62 | |||
| 63 | ✗ | static AVFrame *downscale(AVFrame *in) | |
| 64 | { | ||
| 65 | int x, y; | ||
| 66 | ✗ | AVFrame *frame = av_frame_alloc(); | |
| 67 | uint8_t *src, *dst; | ||
| 68 | ✗ | if (!frame) | |
| 69 | ✗ | return NULL; | |
| 70 | |||
| 71 | ✗ | frame->format = in->format; | |
| 72 | ✗ | frame->width = (in->width + 1) / 2; | |
| 73 | ✗ | frame->height = (in->height+ 1) / 2; | |
| 74 | |||
| 75 | ✗ | if (av_frame_get_buffer(frame, 0) < 0) { | |
| 76 | ✗ | av_frame_free(&frame); | |
| 77 | ✗ | return NULL; | |
| 78 | } | ||
| 79 | ✗ | src = in ->data[0]; | |
| 80 | ✗ | dst = frame->data[0]; | |
| 81 | |||
| 82 | ✗ | int w2 = in->width/2; | |
| 83 | ✗ | int h2 = in->height/2; | |
| 84 | ✗ | for(y = 0; y < h2; y++) { | |
| 85 | ✗ | for(x = 0; x < w2; x++) { | |
| 86 | ✗ | dst[x] = ( src[2*x+0] | |
| 87 | ✗ | + src[2*x+1] | |
| 88 | ✗ | + src[2*x+0 + in->linesize[0]] | |
| 89 | ✗ | + src[2*x+1 + in->linesize[0]] | |
| 90 | ✗ | + 2) >> 2; | |
| 91 | } | ||
| 92 | ✗ | src += 2*in->linesize[0]; | |
| 93 | ✗ | dst += frame->linesize[0]; | |
| 94 | } | ||
| 95 | ✗ | src = in ->data[0]; | |
| 96 | ✗ | dst = frame->data[0]; | |
| 97 | ✗ | for(y = 0; y < frame->height; y++) { | |
| 98 | ✗ | int yd = y < h2 ? in->linesize[0] : 0; | |
| 99 | ✗ | x = yd ? w2 : 0; | |
| 100 | ✗ | for(; x < frame->width; x++) { | |
| 101 | ✗ | dst[x] = ( src[2*x+0] | |
| 102 | ✗ | + src[FFMIN(2*x+1, w2)] | |
| 103 | ✗ | + src[2*x+0 + yd] | |
| 104 | ✗ | + src[FFMIN(2*x+1, w2) + yd] | |
| 105 | ✗ | + 2) >> 2; | |
| 106 | } | ||
| 107 | ✗ | src += 2*in->linesize[0]; | |
| 108 | ✗ | dst += frame->linesize[0]; | |
| 109 | } | ||
| 110 | |||
| 111 | ✗ | return frame; | |
| 112 | } | ||
| 113 | |||
| 114 | ✗ | static float compare(const AVFrame *haystack, const AVFrame *obj, int offx, int offy) | |
| 115 | { | ||
| 116 | int x,y; | ||
| 117 | ✗ | int o_sum_v = 0; | |
| 118 | ✗ | int h_sum_v = 0; | |
| 119 | ✗ | int64_t oo_sum_v = 0; | |
| 120 | ✗ | int64_t hh_sum_v = 0; | |
| 121 | ✗ | int64_t oh_sum_v = 0; | |
| 122 | float c; | ||
| 123 | ✗ | int n = obj->height * obj->width; | |
| 124 | ✗ | const uint8_t *odat = obj ->data[0]; | |
| 125 | ✗ | const uint8_t *hdat = haystack->data[0] + offx + offy * haystack->linesize[0]; | |
| 126 | int64_t o_sigma, h_sigma; | ||
| 127 | |||
| 128 | ✗ | for(y = 0; y < obj->height; y++) { | |
| 129 | ✗ | for(x = 0; x < obj->width; x++) { | |
| 130 | ✗ | int o_v = odat[x]; | |
| 131 | ✗ | int h_v = hdat[x]; | |
| 132 | ✗ | o_sum_v += o_v; | |
| 133 | ✗ | h_sum_v += h_v; | |
| 134 | ✗ | oo_sum_v += o_v * o_v; | |
| 135 | ✗ | hh_sum_v += h_v * h_v; | |
| 136 | ✗ | oh_sum_v += o_v * h_v; | |
| 137 | } | ||
| 138 | ✗ | odat += obj->linesize[0]; | |
| 139 | ✗ | hdat += haystack->linesize[0]; | |
| 140 | } | ||
| 141 | ✗ | o_sigma = n*oo_sum_v - o_sum_v*(int64_t)o_sum_v; | |
| 142 | ✗ | h_sigma = n*hh_sum_v - h_sum_v*(int64_t)h_sum_v; | |
| 143 | |||
| 144 | ✗ | if (o_sigma == 0 || h_sigma == 0) | |
| 145 | ✗ | return 1.0; | |
| 146 | |||
| 147 | ✗ | c = (n*oh_sum_v - o_sum_v*(int64_t)h_sum_v) / (sqrt(o_sigma)*sqrt(h_sigma)); | |
| 148 | |||
| 149 | ✗ | return 1 - fabs(c); | |
| 150 | } | ||
| 151 | |||
| 152 | ✗ | static float search(FOCContext *foc, int pass, int maxpass, int xmin, int xmax, int ymin, int ymax, int *best_x, int *best_y, float best_score) | |
| 153 | { | ||
| 154 | int x, y; | ||
| 155 | |||
| 156 | ✗ | if (pass + 1 <= maxpass) { | |
| 157 | int sub_x, sub_y; | ||
| 158 | ✗ | search(foc, pass+1, maxpass, xmin>>1, (xmax+1)>>1, ymin>>1, (ymax+1)>>1, &sub_x, &sub_y, 2.0); | |
| 159 | ✗ | xmin = FFMAX(xmin, 2*sub_x - 4); | |
| 160 | ✗ | xmax = FFMIN(xmax, 2*sub_x + 4); | |
| 161 | ✗ | ymin = FFMAX(ymin, 2*sub_y - 4); | |
| 162 | ✗ | ymax = FFMIN(ymax, 2*sub_y + 4); | |
| 163 | } | ||
| 164 | |||
| 165 | ✗ | for (y = ymin; y <= ymax; y++) { | |
| 166 | ✗ | for (x = xmin; x <= xmax; x++) { | |
| 167 | ✗ | float score = compare(foc->haystack_frame[pass], foc->needle_frame[pass], x, y); | |
| 168 | ✗ | if (score < best_score) { | |
| 169 | ✗ | best_score = score; | |
| 170 | ✗ | *best_x = x; | |
| 171 | ✗ | *best_y = y; | |
| 172 | } | ||
| 173 | } | ||
| 174 | } | ||
| 175 | ✗ | return best_score; | |
| 176 | } | ||
| 177 | |||
| 178 | ✗ | static int filter_frame(AVFilterLink *inlink, AVFrame *in) | |
| 179 | { | ||
| 180 | ✗ | FilterLink *inl = ff_filter_link(inlink); | |
| 181 | ✗ | AVFilterContext *ctx = inlink->dst; | |
| 182 | ✗ | FOCContext *foc = ctx->priv; | |
| 183 | float best_score; | ||
| 184 | int best_x, best_y; | ||
| 185 | int i; | ||
| 186 | char buf[32]; | ||
| 187 | |||
| 188 | ✗ | int xmin = FFMAX(foc->xmin, 0); | |
| 189 | ✗ | int ymin = FFMAX(foc->ymin, 0); | |
| 190 | ✗ | int xmax = FFMIN(foc->xmax, inlink->w - foc->obj_frame->width ); | |
| 191 | ✗ | int ymax = FFMIN(foc->ymax, inlink->h - foc->obj_frame->height); | |
| 192 | |||
| 193 | ✗ | if (xmin > xmax || ymin > ymax) | |
| 194 | ✗ | av_log(ctx, AV_LOG_WARNING, "x/y min/max are invalid for the current frame\n"); | |
| 195 | |||
| 196 | |||
| 197 | ✗ | foc->haystack_frame[0] = av_frame_clone(in); | |
| 198 | ✗ | for (i=1; i<foc->mipmaps; i++) { | |
| 199 | ✗ | foc->haystack_frame[i] = downscale(foc->haystack_frame[i-1]); | |
| 200 | } | ||
| 201 | |||
| 202 | ✗ | best_score = search(foc, 0, 0, | |
| 203 | ✗ | FFMAX(xmin, foc->last_x - 8), | |
| 204 | ✗ | FFMIN(xmax, foc->last_x + 8), | |
| 205 | ✗ | FFMAX(ymin, foc->last_y - 8), | |
| 206 | ✗ | FFMIN(ymax, foc->last_y + 8), | |
| 207 | &best_x, &best_y, 2.0); | ||
| 208 | |||
| 209 | ✗ | best_score = search(foc, 0, foc->mipmaps - 1, xmin, xmax, ymin, ymax, | |
| 210 | &best_x, &best_y, best_score); | ||
| 211 | |||
| 212 | ✗ | for (i=0; i<MAX_MIPMAPS; i++) { | |
| 213 | ✗ | av_frame_free(&foc->haystack_frame[i]); | |
| 214 | } | ||
| 215 | |||
| 216 | ✗ | if (best_score > foc->threshold) { | |
| 217 | ✗ | if (foc->discard) { | |
| 218 | ✗ | av_frame_free(&in); | |
| 219 | ✗ | return 0; | |
| 220 | } else { | ||
| 221 | ✗ | return ff_filter_frame(ctx->outputs[0], in); | |
| 222 | } | ||
| 223 | } | ||
| 224 | |||
| 225 | ✗ | av_log(ctx, AV_LOG_INFO, "Found at n=%"PRId64" pts_time=%f x=%d y=%d with score=%f\n", | |
| 226 | ✗ | inl->frame_count_out, TS2D(in->pts) * av_q2d(inlink->time_base), | |
| 227 | best_x, best_y, best_score); | ||
| 228 | ✗ | foc->last_x = best_x; | |
| 229 | ✗ | foc->last_y = best_y; | |
| 230 | |||
| 231 | ✗ | snprintf(buf, sizeof(buf), "%f", best_score); | |
| 232 | |||
| 233 | ✗ | av_dict_set_int(&in->metadata, "lavfi.rect.w", foc->obj_frame->width, 0); | |
| 234 | ✗ | av_dict_set_int(&in->metadata, "lavfi.rect.h", foc->obj_frame->height, 0); | |
| 235 | ✗ | av_dict_set_int(&in->metadata, "lavfi.rect.x", best_x, 0); | |
| 236 | ✗ | av_dict_set_int(&in->metadata, "lavfi.rect.y", best_y, 0); | |
| 237 | ✗ | av_dict_set(&in->metadata, "lavfi.rect.score", buf, 0); | |
| 238 | |||
| 239 | ✗ | return ff_filter_frame(ctx->outputs[0], in); | |
| 240 | } | ||
| 241 | |||
| 242 | ✗ | static av_cold void uninit(AVFilterContext *ctx) | |
| 243 | { | ||
| 244 | ✗ | FOCContext *foc = ctx->priv; | |
| 245 | int i; | ||
| 246 | |||
| 247 | ✗ | for (i = 0; i < MAX_MIPMAPS; i++) { | |
| 248 | ✗ | av_frame_free(&foc->needle_frame[i]); | |
| 249 | ✗ | av_frame_free(&foc->haystack_frame[i]); | |
| 250 | } | ||
| 251 | |||
| 252 | ✗ | av_frame_free(&foc->obj_frame); | |
| 253 | ✗ | } | |
| 254 | |||
| 255 | ✗ | static av_cold int init(AVFilterContext *ctx) | |
| 256 | { | ||
| 257 | ✗ | FOCContext *foc = ctx->priv; | |
| 258 | int ret, i; | ||
| 259 | |||
| 260 | ✗ | if (!foc->obj_filename) { | |
| 261 | ✗ | av_log(ctx, AV_LOG_ERROR, "object filename not set\n"); | |
| 262 | ✗ | return AVERROR(EINVAL); | |
| 263 | } | ||
| 264 | |||
| 265 | ✗ | ret = ff_load_image(&foc->obj_frame, foc->obj_filename, ctx); | |
| 266 | ✗ | if (ret < 0) | |
| 267 | ✗ | return ret; | |
| 268 | |||
| 269 | ✗ | if (foc->obj_frame->format != AV_PIX_FMT_GRAY8) { | |
| 270 | ✗ | av_log(ctx, AV_LOG_ERROR, "object image is not a grayscale image\n"); | |
| 271 | ✗ | return AVERROR(EINVAL); | |
| 272 | } | ||
| 273 | |||
| 274 | ✗ | foc->needle_frame[0] = av_frame_clone(foc->obj_frame); | |
| 275 | ✗ | for (i = 1; i < foc->mipmaps; i++) { | |
| 276 | ✗ | foc->needle_frame[i] = downscale(foc->needle_frame[i-1]); | |
| 277 | ✗ | if (!foc->needle_frame[i]) | |
| 278 | ✗ | return AVERROR(ENOMEM); | |
| 279 | } | ||
| 280 | |||
| 281 | ✗ | return 0; | |
| 282 | } | ||
| 283 | |||
| 284 | static const AVFilterPad foc_inputs[] = { | ||
| 285 | { | ||
| 286 | .name = "default", | ||
| 287 | .type = AVMEDIA_TYPE_VIDEO, | ||
| 288 | .filter_frame = filter_frame, | ||
| 289 | }, | ||
| 290 | }; | ||
| 291 | |||
| 292 | const FFFilter ff_vf_find_rect = { | ||
| 293 | .p.name = "find_rect", | ||
| 294 | .p.description = NULL_IF_CONFIG_SMALL("Find a user specified object."), | ||
| 295 | .p.flags = AVFILTER_FLAG_METADATA_ONLY, | ||
| 296 | .p.priv_class = &find_rect_class, | ||
| 297 | .priv_size = sizeof(FOCContext), | ||
| 298 | .init = init, | ||
| 299 | .uninit = uninit, | ||
| 300 | FILTER_INPUTS(foc_inputs), | ||
| 301 | FILTER_OUTPUTS(ff_video_default_filterpad), | ||
| 302 | FILTER_PIXFMTS(AV_PIX_FMT_YUV420P, AV_PIX_FMT_YUVJ420P), | ||
| 303 | }; | ||
| 304 |