123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377 |
- /**
- * Copyright (c) 2016 Davinder Singh (DSM_) <ds.mudhar<@gmail.com>
- *
- * This file is part of FFmpeg.
- *
- * FFmpeg is free software; you can redistribute it and/or
- * modify it under the terms of the GNU Lesser General Public
- * License as published by the Free Software Foundation; either
- * version 2.1 of the License, or (at your option) any later version.
- *
- * FFmpeg is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
- * Lesser General Public License for more details.
- *
- * You should have received a copy of the GNU Lesser General Public
- * License along with FFmpeg; if not, write to the Free Software
- * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
- */
- #include "motion_estimation.h"
- #include "libavcodec/mathops.h"
- #include "libavutil/avassert.h"
- #include "libavutil/common.h"
- #include "libavutil/imgutils.h"
- #include "libavutil/opt.h"
- #include "libavutil/pixdesc.h"
- #include "libavutil/motion_vector.h"
- #include "avfilter.h"
- #include "formats.h"
- #include "internal.h"
- #include "video.h"
- typedef struct MEContext {
- const AVClass *class;
- AVMotionEstContext me_ctx;
- int method; ///< motion estimation method
- int mb_size; ///< macroblock size
- int search_param; ///< search parameter
- int b_width, b_height, b_count;
- int log2_mb_size;
- AVFrame *prev, *cur, *next;
- int (*mv_table[3])[2][2]; ///< motion vectors of current & prev 2 frames
- } MEContext;
- #define OFFSET(x) offsetof(MEContext, x)
- #define FLAGS AV_OPT_FLAG_VIDEO_PARAM|AV_OPT_FLAG_FILTERING_PARAM
- #define CONST(name, help, val, unit) { name, help, 0, AV_OPT_TYPE_CONST, {.i64=val}, 0, 0, FLAGS, unit }
- static const AVOption mestimate_options[] = {
- { "method", "motion estimation method", OFFSET(method), AV_OPT_TYPE_INT, {.i64 = AV_ME_METHOD_ESA}, AV_ME_METHOD_ESA, AV_ME_METHOD_UMH, FLAGS, "method" },
- CONST("esa", "exhaustive search", AV_ME_METHOD_ESA, "method"),
- CONST("tss", "three step search", AV_ME_METHOD_TSS, "method"),
- CONST("tdls", "two dimensional logarithmic search", AV_ME_METHOD_TDLS, "method"),
- CONST("ntss", "new three step search", AV_ME_METHOD_NTSS, "method"),
- CONST("fss", "four step search", AV_ME_METHOD_FSS, "method"),
- CONST("ds", "diamond search", AV_ME_METHOD_DS, "method"),
- CONST("hexbs", "hexagon-based search", AV_ME_METHOD_HEXBS, "method"),
- CONST("epzs", "enhanced predictive zonal search", AV_ME_METHOD_EPZS, "method"),
- CONST("umh", "uneven multi-hexagon search", AV_ME_METHOD_UMH, "method"),
- { "mb_size", "macroblock size", OFFSET(mb_size), AV_OPT_TYPE_INT, {.i64 = 16}, 8, INT_MAX, FLAGS },
- { "search_param", "search parameter", OFFSET(search_param), AV_OPT_TYPE_INT, {.i64 = 7}, 4, INT_MAX, FLAGS },
- { NULL }
- };
- AVFILTER_DEFINE_CLASS(mestimate);
- static int query_formats(AVFilterContext *ctx)
- {
- static const enum AVPixelFormat pix_fmts[] = {
- AV_PIX_FMT_YUV410P, AV_PIX_FMT_YUV411P,
- AV_PIX_FMT_YUV420P, AV_PIX_FMT_YUV422P,
- AV_PIX_FMT_YUV440P, AV_PIX_FMT_YUV444P,
- AV_PIX_FMT_YUVJ444P, AV_PIX_FMT_YUVJ440P,
- AV_PIX_FMT_YUVJ422P, AV_PIX_FMT_YUVJ420P,
- AV_PIX_FMT_YUVJ411P,
- AV_PIX_FMT_YUVA420P, AV_PIX_FMT_YUVA422P, AV_PIX_FMT_YUVA444P,
- AV_PIX_FMT_GRAY8,
- AV_PIX_FMT_NONE
- };
- AVFilterFormats *fmts_list = ff_make_format_list(pix_fmts);
- if (!fmts_list)
- return AVERROR(ENOMEM);
- return ff_set_common_formats(ctx, fmts_list);
- }
- static int config_input(AVFilterLink *inlink)
- {
- MEContext *s = inlink->dst->priv;
- int i;
- s->log2_mb_size = av_ceil_log2_c(s->mb_size);
- s->mb_size = 1 << s->log2_mb_size;
- s->b_width = inlink->w >> s->log2_mb_size;
- s->b_height = inlink->h >> s->log2_mb_size;
- s->b_count = s->b_width * s->b_height;
- for (i = 0; i < 3; i++) {
- s->mv_table[i] = av_mallocz_array(s->b_count, sizeof(*s->mv_table[0]));
- if (!s->mv_table[i])
- return AVERROR(ENOMEM);
- }
- ff_me_init_context(&s->me_ctx, s->mb_size, s->search_param, inlink->w, inlink->h, 0, (s->b_width - 1) << s->log2_mb_size, 0, (s->b_height - 1) << s->log2_mb_size);
- return 0;
- }
- static void add_mv_data(AVMotionVector *mv, int mb_size,
- int x, int y, int x_mv, int y_mv, int dir)
- {
- mv->w = mb_size;
- mv->h = mb_size;
- mv->dst_x = x + (mb_size >> 1);
- mv->dst_y = y + (mb_size >> 1);
- mv->src_x = x_mv + (mb_size >> 1);
- mv->src_y = y_mv + (mb_size >> 1);
- mv->source = dir ? 1 : -1;
- mv->flags = 0;
- }
- #define SEARCH_MV(method)\
- do {\
- for (mb_y = 0; mb_y < s->b_height; mb_y++)\
- for (mb_x = 0; mb_x < s->b_width; mb_x++) {\
- const int x_mb = mb_x << s->log2_mb_size;\
- const int y_mb = mb_y << s->log2_mb_size;\
- int mv[2] = {x_mb, y_mb};\
- ff_me_search_##method(me_ctx, x_mb, y_mb, mv);\
- add_mv_data(((AVMotionVector *) sd->data) + mv_count++, me_ctx->mb_size, x_mb, y_mb, mv[0], mv[1], dir);\
- }\
- } while (0)
- #define ADD_PRED(preds, px, py)\
- do {\
- preds.mvs[preds.nb][0] = px;\
- preds.mvs[preds.nb][1] = py;\
- preds.nb++;\
- } while(0)
- static int filter_frame(AVFilterLink *inlink, AVFrame *frame)
- {
- AVFilterContext *ctx = inlink->dst;
- MEContext *s = ctx->priv;
- AVMotionEstContext *me_ctx = &s->me_ctx;
- AVFrameSideData *sd;
- AVFrame *out;
- int mb_x, mb_y, dir;
- int32_t mv_count = 0;
- int ret;
- if (frame->pts == AV_NOPTS_VALUE) {
- ret = ff_filter_frame(ctx->outputs[0], frame);
- return ret;
- }
- av_frame_free(&s->prev);
- s->prev = s->cur;
- s->cur = s->next;
- s->next = frame;
- s->mv_table[2] = memcpy(s->mv_table[2], s->mv_table[1], sizeof(*s->mv_table[1]) * s->b_count);
- s->mv_table[1] = memcpy(s->mv_table[1], s->mv_table[0], sizeof(*s->mv_table[0]) * s->b_count);
- if (!s->cur) {
- s->cur = av_frame_clone(frame);
- if (!s->cur)
- return AVERROR(ENOMEM);
- }
- if (!s->prev)
- return 0;
- out = av_frame_clone(s->cur);
- if (!out)
- return AVERROR(ENOMEM);
- sd = av_frame_new_side_data(out, AV_FRAME_DATA_MOTION_VECTORS, 2 * s->b_count * sizeof(AVMotionVector));
- if (!sd) {
- av_frame_free(&out);
- return AVERROR(ENOMEM);
- }
- me_ctx->data_cur = s->cur->data[0];
- me_ctx->linesize = s->cur->linesize[0];
- for (dir = 0; dir < 2; dir++) {
- me_ctx->data_ref = (dir ? s->next : s->prev)->data[0];
- if (s->method == AV_ME_METHOD_DS)
- SEARCH_MV(ds);
- else if (s->method == AV_ME_METHOD_ESA)
- SEARCH_MV(esa);
- else if (s->method == AV_ME_METHOD_FSS)
- SEARCH_MV(fss);
- else if (s->method == AV_ME_METHOD_NTSS)
- SEARCH_MV(ntss);
- else if (s->method == AV_ME_METHOD_TDLS)
- SEARCH_MV(tdls);
- else if (s->method == AV_ME_METHOD_TSS)
- SEARCH_MV(tss);
- else if (s->method == AV_ME_METHOD_HEXBS)
- SEARCH_MV(hexbs);
- else if (s->method == AV_ME_METHOD_UMH) {
- for (mb_y = 0; mb_y < s->b_height; mb_y++)
- for (mb_x = 0; mb_x < s->b_width; mb_x++) {
- const int mb_i = mb_x + mb_y * s->b_width;
- const int x_mb = mb_x << s->log2_mb_size;
- const int y_mb = mb_y << s->log2_mb_size;
- int mv[2] = {x_mb, y_mb};
- AVMotionEstPredictor *preds = me_ctx->preds;
- preds[0].nb = 0;
- ADD_PRED(preds[0], 0, 0);
- //left mb in current frame
- if (mb_x > 0)
- ADD_PRED(preds[0], s->mv_table[0][mb_i - 1][dir][0], s->mv_table[0][mb_i - 1][dir][1]);
- if (mb_y > 0) {
- //top mb in current frame
- ADD_PRED(preds[0], s->mv_table[0][mb_i - s->b_width][dir][0], s->mv_table[0][mb_i - s->b_width][dir][1]);
- //top-right mb in current frame
- if (mb_x + 1 < s->b_width)
- ADD_PRED(preds[0], s->mv_table[0][mb_i - s->b_width + 1][dir][0], s->mv_table[0][mb_i - s->b_width + 1][dir][1]);
- //top-left mb in current frame
- else if (mb_x > 0)
- ADD_PRED(preds[0], s->mv_table[0][mb_i - s->b_width - 1][dir][0], s->mv_table[0][mb_i - s->b_width - 1][dir][1]);
- }
- //median predictor
- if (preds[0].nb == 4) {
- me_ctx->pred_x = mid_pred(preds[0].mvs[1][0], preds[0].mvs[2][0], preds[0].mvs[3][0]);
- me_ctx->pred_y = mid_pred(preds[0].mvs[1][1], preds[0].mvs[2][1], preds[0].mvs[3][1]);
- } else if (preds[0].nb == 3) {
- me_ctx->pred_x = mid_pred(0, preds[0].mvs[1][0], preds[0].mvs[2][0]);
- me_ctx->pred_y = mid_pred(0, preds[0].mvs[1][1], preds[0].mvs[2][1]);
- } else if (preds[0].nb == 2) {
- me_ctx->pred_x = preds[0].mvs[1][0];
- me_ctx->pred_y = preds[0].mvs[1][1];
- } else {
- me_ctx->pred_x = 0;
- me_ctx->pred_y = 0;
- }
- ff_me_search_umh(me_ctx, x_mb, y_mb, mv);
- s->mv_table[0][mb_i][dir][0] = mv[0] - x_mb;
- s->mv_table[0][mb_i][dir][1] = mv[1] - y_mb;
- add_mv_data(((AVMotionVector *) sd->data) + mv_count++, me_ctx->mb_size, x_mb, y_mb, mv[0], mv[1], dir);
- }
- } else if (s->method == AV_ME_METHOD_EPZS) {
- for (mb_y = 0; mb_y < s->b_height; mb_y++)
- for (mb_x = 0; mb_x < s->b_width; mb_x++) {
- const int mb_i = mb_x + mb_y * s->b_width;
- const int x_mb = mb_x << s->log2_mb_size;
- const int y_mb = mb_y << s->log2_mb_size;
- int mv[2] = {x_mb, y_mb};
- AVMotionEstPredictor *preds = me_ctx->preds;
- preds[0].nb = 0;
- preds[1].nb = 0;
- ADD_PRED(preds[0], 0, 0);
- //left mb in current frame
- if (mb_x > 0)
- ADD_PRED(preds[0], s->mv_table[0][mb_i - 1][dir][0], s->mv_table[0][mb_i - 1][dir][1]);
- //top mb in current frame
- if (mb_y > 0)
- ADD_PRED(preds[0], s->mv_table[0][mb_i - s->b_width][dir][0], s->mv_table[0][mb_i - s->b_width][dir][1]);
- //top-right mb in current frame
- if (mb_y > 0 && mb_x + 1 < s->b_width)
- ADD_PRED(preds[0], s->mv_table[0][mb_i - s->b_width + 1][dir][0], s->mv_table[0][mb_i - s->b_width + 1][dir][1]);
- //median predictor
- if (preds[0].nb == 4) {
- me_ctx->pred_x = mid_pred(preds[0].mvs[1][0], preds[0].mvs[2][0], preds[0].mvs[3][0]);
- me_ctx->pred_y = mid_pred(preds[0].mvs[1][1], preds[0].mvs[2][1], preds[0].mvs[3][1]);
- } else if (preds[0].nb == 3) {
- me_ctx->pred_x = mid_pred(0, preds[0].mvs[1][0], preds[0].mvs[2][0]);
- me_ctx->pred_y = mid_pred(0, preds[0].mvs[1][1], preds[0].mvs[2][1]);
- } else if (preds[0].nb == 2) {
- me_ctx->pred_x = preds[0].mvs[1][0];
- me_ctx->pred_y = preds[0].mvs[1][1];
- } else {
- me_ctx->pred_x = 0;
- me_ctx->pred_y = 0;
- }
- //collocated mb in prev frame
- ADD_PRED(preds[0], s->mv_table[1][mb_i][dir][0], s->mv_table[1][mb_i][dir][1]);
- //accelerator motion vector of collocated block in prev frame
- ADD_PRED(preds[1], s->mv_table[1][mb_i][dir][0] + (s->mv_table[1][mb_i][dir][0] - s->mv_table[2][mb_i][dir][0]),
- s->mv_table[1][mb_i][dir][1] + (s->mv_table[1][mb_i][dir][1] - s->mv_table[2][mb_i][dir][1]));
- //left mb in prev frame
- if (mb_x > 0)
- ADD_PRED(preds[1], s->mv_table[1][mb_i - 1][dir][0], s->mv_table[1][mb_i - 1][dir][1]);
- //top mb in prev frame
- if (mb_y > 0)
- ADD_PRED(preds[1], s->mv_table[1][mb_i - s->b_width][dir][0], s->mv_table[1][mb_i - s->b_width][dir][1]);
- //right mb in prev frame
- if (mb_x + 1 < s->b_width)
- ADD_PRED(preds[1], s->mv_table[1][mb_i + 1][dir][0], s->mv_table[1][mb_i + 1][dir][1]);
- //bottom mb in prev frame
- if (mb_y + 1 < s->b_height)
- ADD_PRED(preds[1], s->mv_table[1][mb_i + s->b_width][dir][0], s->mv_table[1][mb_i + s->b_width][dir][1]);
- ff_me_search_epzs(me_ctx, x_mb, y_mb, mv);
- s->mv_table[0][mb_i][dir][0] = mv[0] - x_mb;
- s->mv_table[0][mb_i][dir][1] = mv[1] - y_mb;
- add_mv_data(((AVMotionVector *) sd->data) + mv_count++, s->mb_size, x_mb, y_mb, mv[0], mv[1], dir);
- }
- }
- }
- return ff_filter_frame(ctx->outputs[0], out);
- }
- static av_cold void uninit(AVFilterContext *ctx)
- {
- MEContext *s = ctx->priv;
- int i;
- av_frame_free(&s->prev);
- av_frame_free(&s->cur);
- av_frame_free(&s->next);
- for (i = 0; i < 3; i++)
- av_freep(&s->mv_table[i]);
- }
- static const AVFilterPad mestimate_inputs[] = {
- {
- .name = "default",
- .type = AVMEDIA_TYPE_VIDEO,
- .filter_frame = filter_frame,
- .config_props = config_input,
- },
- { NULL }
- };
- static const AVFilterPad mestimate_outputs[] = {
- {
- .name = "default",
- .type = AVMEDIA_TYPE_VIDEO,
- },
- { NULL }
- };
- AVFilter ff_vf_mestimate = {
- .name = "mestimate",
- .description = NULL_IF_CONFIG_SMALL("Generate motion vectors."),
- .priv_size = sizeof(MEContext),
- .priv_class = &mestimate_class,
- .uninit = uninit,
- .query_formats = query_formats,
- .inputs = mestimate_inputs,
- .outputs = mestimate_outputs,
- };
|