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FFmpeg/libavfilter/vf_vmafmotion.c

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/*
* Copyright (c) 2017 Ronald S. Bultje <rsbultje@gmail.com>
* Copyright (c) 2017 Ashish Pratap Singh <ashk43712@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
*/
/**
* @file
* Calculate VMAF Motion score.
*/
#include "libavutil/file_open.h"
#include "libavutil/opt.h"
#include "libavutil/pixdesc.h"
#include "avfilter.h"
#include "formats.h"
#include "internal.h"
#include "video.h"
#include "vmaf_motion.h"
#define BIT_SHIFT 15
static const float FILTER_5[5] = {
0.054488685,
0.244201342,
0.402619947,
0.244201342,
0.054488685
};
typedef struct VMAFMotionContext {
const AVClass *class;
VMAFMotionData data;
FILE *stats_file;
char *stats_file_str;
} VMAFMotionContext;
#define OFFSET(x) offsetof(VMAFMotionContext, x)
#define FLAGS AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_VIDEO_PARAM
static const AVOption vmafmotion_options[] = {
{"stats_file", "Set file where to store per-frame difference information", OFFSET(stats_file_str), AV_OPT_TYPE_STRING, {.str=NULL}, 0, 0, FLAGS },
{ NULL }
};
AVFILTER_DEFINE_CLASS(vmafmotion);
static uint64_t image_sad(const uint16_t *img1, const uint16_t *img2, int w,
int h, ptrdiff_t _img1_stride, ptrdiff_t _img2_stride)
{
ptrdiff_t img1_stride = _img1_stride / sizeof(*img1);
ptrdiff_t img2_stride = _img2_stride / sizeof(*img2);
uint64_t sum = 0;
int i, j;
for (i = 0; i < h; i++) {
for (j = 0; j < w; j++) {
sum += abs(img1[j] - img2[j]);
}
img1 += img1_stride;
img2 += img2_stride;
}
return sum;
}
static void convolution_x(const uint16_t *filter, int filt_w, const uint16_t *src,
uint16_t *dst, int w, int h, ptrdiff_t _src_stride,
ptrdiff_t _dst_stride)
{
ptrdiff_t src_stride = _src_stride / sizeof(*src);
ptrdiff_t dst_stride = _dst_stride / sizeof(*dst);
int radius = filt_w / 2;
int borders_left = radius;
int borders_right = w - (filt_w - radius);
int i, j, k;
int sum = 0;
for (i = 0; i < h; i++) {
for (j = 0; j < borders_left; j++) {
sum = 0;
for (k = 0; k < filt_w; k++) {
int j_tap = FFABS(j - radius + k);
if (j_tap >= w) {
j_tap = w - (j_tap - w + 1);
}
sum += filter[k] * src[i * src_stride + j_tap];
}
dst[i * dst_stride + j] = sum >> BIT_SHIFT;
}
for (j = borders_left; j < borders_right; j++) {
int sum = 0;
for (k = 0; k < filt_w; k++) {
sum += filter[k] * src[i * src_stride + j - radius + k];
}
dst[i * dst_stride + j] = sum >> BIT_SHIFT;
}
for (j = borders_right; j < w; j++) {
sum = 0;
for (k = 0; k < filt_w; k++) {
int j_tap = FFABS(j - radius + k);
if (j_tap >= w) {
j_tap = w - (j_tap - w + 1);
}
sum += filter[k] * src[i * src_stride + j_tap];
}
dst[i * dst_stride + j] = sum >> BIT_SHIFT;
}
}
}
#define conv_y_fn(type, bits) \
static void convolution_y_##bits##bit(const uint16_t *filter, int filt_w, \
const uint8_t *_src, uint16_t *dst, \
int w, int h, ptrdiff_t _src_stride, \
ptrdiff_t _dst_stride) \
{ \
const type *src = (const type *) _src; \
ptrdiff_t src_stride = _src_stride / sizeof(*src); \
ptrdiff_t dst_stride = _dst_stride / sizeof(*dst); \
int radius = filt_w / 2; \
int borders_top = radius; \
int borders_bottom = h - (filt_w - radius); \
int i, j, k; \
int sum = 0; \
\
for (i = 0; i < borders_top; i++) { \
for (j = 0; j < w; j++) { \
sum = 0; \
for (k = 0; k < filt_w; k++) { \
int i_tap = FFABS(i - radius + k); \
if (i_tap >= h) { \
i_tap = h - (i_tap - h + 1); \
} \
sum += filter[k] * src[i_tap * src_stride + j]; \
} \
dst[i * dst_stride + j] = sum >> bits; \
} \
} \
for (i = borders_top; i < borders_bottom; i++) { \
for (j = 0; j < w; j++) { \
sum = 0; \
for (k = 0; k < filt_w; k++) { \
sum += filter[k] * src[(i - radius + k) * src_stride + j]; \
} \
dst[i * dst_stride + j] = sum >> bits; \
} \
} \
for (i = borders_bottom; i < h; i++) { \
for (j = 0; j < w; j++) { \
sum = 0; \
for (k = 0; k < filt_w; k++) { \
int i_tap = FFABS(i - radius + k); \
if (i_tap >= h) { \
i_tap = h - (i_tap - h + 1); \
} \
sum += filter[k] * src[i_tap * src_stride + j]; \
} \
dst[i * dst_stride + j] = sum >> bits; \
} \
} \
}
conv_y_fn(uint8_t, 8)
conv_y_fn(uint16_t, 10)
static void vmafmotiondsp_init(VMAFMotionDSPContext *dsp, int bpp) {
dsp->convolution_x = convolution_x;
dsp->convolution_y = bpp == 10 ? convolution_y_10bit : convolution_y_8bit;
dsp->sad = image_sad;
}
double ff_vmafmotion_process(VMAFMotionData *s, AVFrame *ref)
{
double score;
s->vmafdsp.convolution_y(s->filter, 5, ref->data[0], s->temp_data,
s->width, s->height, ref->linesize[0], s->stride);
s->vmafdsp.convolution_x(s->filter, 5, s->temp_data, s->blur_data[0],
s->width, s->height, s->stride, s->stride);
if (!s->nb_frames) {
score = 0.0;
} else {
uint64_t sad = s->vmafdsp.sad(s->blur_data[1], s->blur_data[0],
s->width, s->height, s->stride, s->stride);
// the output score is always normalized to 8 bits
score = (double) (sad * 1.0 / (s->width * s->height << (BIT_SHIFT - 8)));
}
FFSWAP(uint16_t *, s->blur_data[0], s->blur_data[1]);
s->nb_frames++;
s->motion_sum += score;
return score;
}
static void set_meta(AVDictionary **metadata, const char *key, float d)
{
char value[128];
snprintf(value, sizeof(value), "%0.2f", d);
av_dict_set(metadata, key, value, 0);
}
static void do_vmafmotion(AVFilterContext *ctx, AVFrame *ref)
{
VMAFMotionContext *s = ctx->priv;
double score;
score = ff_vmafmotion_process(&s->data, ref);
set_meta(&ref->metadata, "lavfi.vmafmotion.score", score);
if (s->stats_file) {
fprintf(s->stats_file,
"n:%"PRId64" motion:%0.2lf\n", s->data.nb_frames, score);
}
}
int ff_vmafmotion_init(VMAFMotionData *s,
int w, int h, enum AVPixelFormat fmt)
{
size_t data_sz;
int i;
const AVPixFmtDescriptor *desc = av_pix_fmt_desc_get(fmt);
if (w < 3 || h < 3)
return AVERROR(EINVAL);
s->width = w;
s->height = h;
s->stride = FFALIGN(w * sizeof(uint16_t), 32);
data_sz = (size_t) s->stride * h;
if (!(s->blur_data[0] = av_malloc(data_sz)) ||
!(s->blur_data[1] = av_malloc(data_sz)) ||
!(s->temp_data = av_malloc(data_sz))) {
return AVERROR(ENOMEM);
}
for (i = 0; i < 5; i++) {
s->filter[i] = lrint(FILTER_5[i] * (1 << BIT_SHIFT));
}
vmafmotiondsp_init(&s->vmafdsp, desc->comp[0].depth);
return 0;
}
static int query_formats(AVFilterContext *ctx)
{
2017-09-30 21:39:08 +02:00
AVFilterFormats *fmts_list = NULL;
int format, ret;
for (format = 0; av_pix_fmt_desc_get(format); format++) {
const AVPixFmtDescriptor *desc = av_pix_fmt_desc_get(format);
if (!(desc->flags & (AV_PIX_FMT_FLAG_RGB | AV_PIX_FMT_FLAG_HWACCEL | AV_PIX_FMT_FLAG_BITSTREAM | AV_PIX_FMT_FLAG_PAL)) &&
(desc->flags & AV_PIX_FMT_FLAG_PLANAR || desc->nb_components == 1) &&
(!(desc->flags & AV_PIX_FMT_FLAG_BE) == !HAVE_BIGENDIAN || desc->comp[0].depth == 8) &&
(desc->comp[0].depth == 8 || desc->comp[0].depth == 10) &&
(ret = ff_add_format(&fmts_list, format)) < 0)
return ret;
}
return ff_set_common_formats(ctx, fmts_list);
}
static int config_input_ref(AVFilterLink *inlink)
{
AVFilterContext *ctx = inlink->dst;
VMAFMotionContext *s = ctx->priv;
return ff_vmafmotion_init(&s->data, ctx->inputs[0]->w,
ctx->inputs[0]->h, ctx->inputs[0]->format);
}
double ff_vmafmotion_uninit(VMAFMotionData *s)
{
av_free(s->blur_data[0]);
av_free(s->blur_data[1]);
av_free(s->temp_data);
return s->nb_frames > 0 ? s->motion_sum / s->nb_frames : 0.0;
}
static int filter_frame(AVFilterLink *inlink, AVFrame *ref)
{
AVFilterContext *ctx = inlink->dst;
do_vmafmotion(ctx, ref);
return ff_filter_frame(ctx->outputs[0], ref);
}
static av_cold int init(AVFilterContext *ctx)
{
VMAFMotionContext *s = ctx->priv;
if (s->stats_file_str) {
if (!strcmp(s->stats_file_str, "-")) {
s->stats_file = stdout;
} else {
s->stats_file = avpriv_fopen_utf8(s->stats_file_str, "w");
if (!s->stats_file) {
int err = AVERROR(errno);
char buf[128];
av_strerror(err, buf, sizeof(buf));
av_log(ctx, AV_LOG_ERROR, "Could not open stats file %s: %s\n",
s->stats_file_str, buf);
return err;
}
}
}
return 0;
}
static av_cold void uninit(AVFilterContext *ctx)
{
VMAFMotionContext *s = ctx->priv;
double avg_motion = ff_vmafmotion_uninit(&s->data);
if (s->data.nb_frames > 0) {
av_log(ctx, AV_LOG_INFO, "VMAF Motion avg: %.3f\n", avg_motion);
}
if (s->stats_file && s->stats_file != stdout)
fclose(s->stats_file);
}
static const AVFilterPad vmafmotion_inputs[] = {
{
.name = "reference",
.type = AVMEDIA_TYPE_VIDEO,
.filter_frame = filter_frame,
.config_props = config_input_ref,
},
};
const AVFilter ff_vf_vmafmotion = {
.name = "vmafmotion",
.description = NULL_IF_CONFIG_SMALL("Calculate the VMAF Motion score."),
.init = init,
.uninit = uninit,
.priv_size = sizeof(VMAFMotionContext),
.priv_class = &vmafmotion_class,
.flags = AVFILTER_FLAG_METADATA_ONLY,
2021-08-12 13:05:31 +02:00
FILTER_INPUTS(vmafmotion_inputs),
FILTER_OUTPUTS(ff_video_default_filterpad),
avfilter: Replace query_formats callback with union of list and callback If one looks at the many query_formats callbacks in existence, one will immediately recognize that there is one type of default callback for video and a slightly different default callback for audio: It is "return ff_set_common_formats_from_list(ctx, pix_fmts);" for video with a filter-specific pix_fmts list. For audio, it is the same with a filter-specific sample_fmts list together with ff_set_common_all_samplerates() and ff_set_common_all_channel_counts(). This commit allows to remove the boilerplate query_formats callbacks by replacing said callback with a union consisting the old callback and pointers for pixel and sample format arrays. For the not uncommon case in which these lists only contain a single entry (besides the sentinel) enum AVPixelFormat and enum AVSampleFormat fields are also added to the union to store them directly in the AVFilter, thereby avoiding a relocation. The state of said union will be contained in a new, dedicated AVFilter field (the nb_inputs and nb_outputs fields have been shrunk to uint8_t in order to create a hole for this new field; this is no problem, as the maximum of all the nb_inputs is four; for nb_outputs it is only two). The state's default value coincides with the earlier default of query_formats being unset, namely that the filter accepts all formats (and also sample rates and channel counts/layouts for audio) provided that these properties agree coincide for all inputs and outputs. By using different union members for audio and video filters the type-unsafety of using the same functions for audio and video lists will furthermore be more confined to formats.c than before. When the new fields are used, they will also avoid allocations: Currently something nearly equivalent to ff_default_query_formats() is called after every successful call to a query_formats callback; yet in the common case that the newly allocated AVFilterFormats are not used at all (namely if there are no free links) these newly allocated AVFilterFormats are freed again without ever being used. Filters no longer using the callback will not exhibit this any more. Reviewed-by: Paul B Mahol <onemda@gmail.com> Reviewed-by: Nicolas George <george@nsup.org> Signed-off-by: Andreas Rheinhardt <andreas.rheinhardt@outlook.com>
2021-09-27 12:07:35 +02:00
FILTER_QUERY_FUNC(query_formats),
};