1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
|
/*
* Copyright (c) 2003 Daniel Moreno <comac AT comac DOT darktech DOT org>
* Copyright (c) 2010 Baptiste Coudurier
* Copyright (c) 2012 Loren Merritt
*
* This file is part of FFmpeg, ported from MPlayer.
*
* FFmpeg is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 2 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 General Public License for more details.
*
* You should have received a copy of the GNU 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
* high quality 3d video denoiser, ported from MPlayer
* libmpcodecs/vf_hqdn3d.c.
*/
#include <float.h>
#include "config.h"
#include "libavutil/attributes.h"
#include "libavutil/common.h"
#include "libavutil/emms.h"
#include "libavutil/mem.h"
#include "libavutil/pixdesc.h"
#include "libavutil/intreadwrite.h"
#include "libavutil/opt.h"
#include "avfilter.h"
#include "filters.h"
#include "video.h"
#include "vf_hqdn3d.h"
#define LUT_BITS (depth==16 ? 8 : 4)
#define LOAD(x) (((depth == 8 ? src[x] : AV_RN16A(src + (x) * 2)) << (16 - depth))\
+ (((1 << (16 - depth)) - 1) >> 1))
#define STORE(x,val) (depth == 8 ? dst[x] = (val) >> (16 - depth) : \
AV_WN16A(dst + (x) * 2, (val) >> (16 - depth)))
av_always_inline
static uint32_t lowpass(int prev, int cur, int16_t *coef, int depth)
{
int d = (prev - cur) >> (8 - LUT_BITS);
return cur + coef[d];
}
av_always_inline
static void denoise_temporal(uint8_t *src, uint8_t *dst,
uint16_t *frame_ant,
int w, int h, int sstride, int dstride,
int16_t *temporal, int depth)
{
long x, y;
uint32_t tmp;
temporal += 256 << LUT_BITS;
for (y = 0; y < h; y++) {
for (x = 0; x < w; x++) {
frame_ant[x] = tmp = lowpass(frame_ant[x], LOAD(x), temporal, depth);
STORE(x, tmp);
}
src += sstride;
dst += dstride;
frame_ant += w;
}
}
av_always_inline
static void denoise_spatial(HQDN3DContext *s,
uint8_t *src, uint8_t *dst,
uint16_t *line_ant, uint16_t *frame_ant,
int w, int h, int sstride, int dstride,
int16_t *spatial, int16_t *temporal, int depth)
{
long x, y;
uint32_t pixel_ant;
uint32_t tmp;
spatial += 256 << LUT_BITS;
temporal += 256 << LUT_BITS;
/* First line has no top neighbor. Only left one for each tmp and
* last frame */
pixel_ant = LOAD(0);
for (x = 0; x < w; x++) {
line_ant[x] = tmp = pixel_ant = lowpass(pixel_ant, LOAD(x), spatial, depth);
frame_ant[x] = tmp = lowpass(frame_ant[x], tmp, temporal, depth);
STORE(x, tmp);
}
for (y = 1; y < h; y++) {
src += sstride;
dst += dstride;
frame_ant += w;
if (s->denoise_row[depth]) {
s->denoise_row[depth](src, dst, line_ant, frame_ant, w, spatial, temporal);
continue;
}
pixel_ant = LOAD(0);
for (x = 0; x < w-1; x++) {
line_ant[x] = tmp = lowpass(line_ant[x], pixel_ant, spatial, depth);
pixel_ant = lowpass(pixel_ant, LOAD(x+1), spatial, depth);
frame_ant[x] = tmp = lowpass(frame_ant[x], tmp, temporal, depth);
STORE(x, tmp);
}
line_ant[x] = tmp = lowpass(line_ant[x], pixel_ant, spatial, depth);
frame_ant[x] = tmp = lowpass(frame_ant[x], tmp, temporal, depth);
STORE(x, tmp);
}
}
av_always_inline
static int denoise_depth(HQDN3DContext *s,
uint8_t *src, uint8_t *dst,
uint16_t *line_ant, uint16_t **frame_ant_ptr,
int w, int h, int sstride, int dstride,
int16_t *spatial, int16_t *temporal, int depth)
{
// FIXME: For 16-bit depth, frame_ant could be a pointer to the previous
// filtered frame rather than a separate buffer.
long x, y;
uint16_t *frame_ant = *frame_ant_ptr;
if (!frame_ant) {
uint8_t *frame_src = src;
*frame_ant_ptr = frame_ant = av_malloc_array(w, h*sizeof(uint16_t));
if (!frame_ant)
return AVERROR(ENOMEM);
for (y = 0; y < h; y++, src += sstride, frame_ant += w)
for (x = 0; x < w; x++)
frame_ant[x] = LOAD(x);
src = frame_src;
frame_ant = *frame_ant_ptr;
}
if (spatial[0])
denoise_spatial(s, src, dst, line_ant, frame_ant,
w, h, sstride, dstride, spatial, temporal, depth);
else
denoise_temporal(src, dst, frame_ant,
w, h, sstride, dstride, temporal, depth);
emms_c();
return 0;
}
#define denoise(...) \
do { \
int ret = AVERROR_BUG; \
switch (s->depth) { \
case 8: ret = denoise_depth(__VA_ARGS__, 8); break; \
case 9: ret = denoise_depth(__VA_ARGS__, 9); break; \
case 10: ret = denoise_depth(__VA_ARGS__, 10); break; \
case 12: ret = denoise_depth(__VA_ARGS__, 12); break; \
case 14: ret = denoise_depth(__VA_ARGS__, 14); break; \
case 16: ret = denoise_depth(__VA_ARGS__, 16); break; \
} \
if (ret < 0) { \
av_frame_free(&out); \
if (!direct) \
av_frame_free(&in); \
return ret; \
} \
} while (0)
static void precalc_coefs(double dist25, int depth, int16_t *ct)
{
int i;
double gamma, simil, C;
gamma = log(0.25) / log(1.0 - FFMIN(dist25,252.0)/255.0 - 0.00001);
for (i = -(256<<LUT_BITS); i < 256<<LUT_BITS; i++) {
double f = (i * (1 << (9-LUT_BITS)) + (1<<(8-LUT_BITS)) - 1) / 512.0; // midpoint of the bin
simil = FFMAX(0, 1.0 - fabs(f) / 255.0);
C = pow(simil, gamma) * 256.0 * f;
ct[(256<<LUT_BITS)+i] = lrint(C);
}
ct[0] = !!dist25;
}
#define PARAM1_DEFAULT 4.0
#define PARAM2_DEFAULT 3.0
#define PARAM3_DEFAULT 6.0
static av_cold int init(AVFilterContext *ctx)
{
HQDN3DContext *s = ctx->priv;
if (!s->strength[LUMA_SPATIAL])
s->strength[LUMA_SPATIAL] = PARAM1_DEFAULT;
if (!s->strength[CHROMA_SPATIAL])
s->strength[CHROMA_SPATIAL] = PARAM2_DEFAULT * s->strength[LUMA_SPATIAL] / PARAM1_DEFAULT;
if (!s->strength[LUMA_TMP])
s->strength[LUMA_TMP] = PARAM3_DEFAULT * s->strength[LUMA_SPATIAL] / PARAM1_DEFAULT;
if (!s->strength[CHROMA_TMP])
s->strength[CHROMA_TMP] = s->strength[LUMA_TMP] * s->strength[CHROMA_SPATIAL] / s->strength[LUMA_SPATIAL];
av_log(ctx, AV_LOG_VERBOSE, "ls:%f cs:%f lt:%f ct:%f\n",
s->strength[LUMA_SPATIAL], s->strength[CHROMA_SPATIAL],
s->strength[LUMA_TMP], s->strength[CHROMA_TMP]);
return 0;
}
static av_cold void uninit(AVFilterContext *ctx)
{
HQDN3DContext *s = ctx->priv;
av_freep(&s->coefs[0]);
av_freep(&s->coefs[1]);
av_freep(&s->coefs[2]);
av_freep(&s->coefs[3]);
av_freep(&s->line[0]);
av_freep(&s->line[1]);
av_freep(&s->line[2]);
av_freep(&s->frame_prev[0]);
av_freep(&s->frame_prev[1]);
av_freep(&s->frame_prev[2]);
}
static const enum AVPixelFormat pix_fmts[] = {
AV_PIX_FMT_YUV420P, AV_PIX_FMT_YUV422P, AV_PIX_FMT_YUV444P,
AV_PIX_FMT_YUV410P, AV_PIX_FMT_YUV411P, AV_PIX_FMT_YUV440P,
AV_PIX_FMT_YUVJ420P, AV_PIX_FMT_YUVJ422P, AV_PIX_FMT_YUVJ444P, AV_PIX_FMT_YUVJ440P,
AV_PIX_FMT_YUV420P9, AV_PIX_FMT_YUV422P9, AV_PIX_FMT_YUV444P9,
AV_PIX_FMT_YUV420P10, AV_PIX_FMT_YUV422P10, AV_PIX_FMT_YUV444P10,
AV_PIX_FMT_YUV440P10,
AV_PIX_FMT_YUV444P12, AV_PIX_FMT_YUV422P12, AV_PIX_FMT_YUV420P12,
AV_PIX_FMT_YUV440P12,
AV_PIX_FMT_YUV444P14, AV_PIX_FMT_YUV422P14, AV_PIX_FMT_YUV420P14,
AV_PIX_FMT_YUV420P16, AV_PIX_FMT_YUV422P16, AV_PIX_FMT_YUV444P16,
AV_PIX_FMT_NONE
};
static void calc_coefs(AVFilterContext *ctx)
{
HQDN3DContext *s = ctx->priv;
for (int i = 0; i < 4; i++)
precalc_coefs(s->strength[i], s->depth, s->coefs[i]);
}
static int config_input(AVFilterLink *inlink)
{
AVFilterContext *ctx = inlink->dst;
HQDN3DContext *s = inlink->dst->priv;
const AVPixFmtDescriptor *desc = av_pix_fmt_desc_get(inlink->format);
int i, depth;
uninit(inlink->dst);
s->hsub = desc->log2_chroma_w;
s->vsub = desc->log2_chroma_h;
s->depth = depth = desc->comp[0].depth;
for (i = 0; i < 3; i++) {
s->line[i] = av_malloc_array(inlink->w, sizeof(*s->line[i]));
if (!s->line[i])
return AVERROR(ENOMEM);
}
for (i = 0; i < 4; i++) {
s->coefs[i] = av_malloc((512<<LUT_BITS) * sizeof(int16_t));
if (!s->coefs[i])
return AVERROR(ENOMEM);
}
calc_coefs(ctx);
#if ARCH_X86
ff_hqdn3d_init_x86(s);
#endif
return 0;
}
typedef struct ThreadData {
AVFrame *in, *out;
int direct;
} ThreadData;
static int do_denoise(AVFilterContext *ctx, void *data, int job_nr, int n_jobs)
{
HQDN3DContext *s = ctx->priv;
const ThreadData *td = data;
AVFrame *out = td->out;
AVFrame *in = td->in;
int direct = td->direct;
denoise(s, in->data[job_nr], out->data[job_nr],
s->line[job_nr], &s->frame_prev[job_nr],
AV_CEIL_RSHIFT(in->width, (!!job_nr * s->hsub)),
AV_CEIL_RSHIFT(in->height, (!!job_nr * s->vsub)),
in->linesize[job_nr], out->linesize[job_nr],
s->coefs[job_nr ? CHROMA_SPATIAL : LUMA_SPATIAL],
s->coefs[job_nr ? CHROMA_TMP : LUMA_TMP]);
return 0;
}
static int filter_frame(AVFilterLink *inlink, AVFrame *in)
{
AVFilterContext *ctx = inlink->dst;
AVFilterLink *outlink = ctx->outputs[0];
AVFrame *out;
int direct = av_frame_is_writable(in) && !ctx->is_disabled;
ThreadData td;
if (direct) {
out = in;
} else {
out = ff_get_video_buffer(outlink, outlink->w, outlink->h);
if (!out) {
av_frame_free(&in);
return AVERROR(ENOMEM);
}
av_frame_copy_props(out, in);
}
td.in = in;
td.out = out;
td.direct = direct;
/* one thread per plane */
ff_filter_execute(ctx, do_denoise, &td, NULL, 3);
if (ctx->is_disabled) {
av_frame_free(&out);
return ff_filter_frame(outlink, in);
}
if (!direct)
av_frame_free(&in);
return ff_filter_frame(outlink, out);
}
static int process_command(AVFilterContext *ctx, const char *cmd, const char *args,
char *res, int res_len, int flags)
{
int ret;
ret = ff_filter_process_command(ctx, cmd, args, res, res_len, flags);
if (ret < 0)
return ret;
calc_coefs(ctx);
return 0;
}
#define OFFSET(x) offsetof(HQDN3DContext, x)
#define FLAGS AV_OPT_FLAG_VIDEO_PARAM | AV_OPT_FLAG_FILTERING_PARAM | AV_OPT_FLAG_RUNTIME_PARAM
static const AVOption hqdn3d_options[] = {
{ "luma_spatial", "spatial luma strength", OFFSET(strength[LUMA_SPATIAL]), AV_OPT_TYPE_DOUBLE, { .dbl = 0.0 }, 0, DBL_MAX, FLAGS },
{ "chroma_spatial", "spatial chroma strength", OFFSET(strength[CHROMA_SPATIAL]), AV_OPT_TYPE_DOUBLE, { .dbl = 0.0 }, 0, DBL_MAX, FLAGS },
{ "luma_tmp", "temporal luma strength", OFFSET(strength[LUMA_TMP]), AV_OPT_TYPE_DOUBLE, { .dbl = 0.0 }, 0, DBL_MAX, FLAGS },
{ "chroma_tmp", "temporal chroma strength", OFFSET(strength[CHROMA_TMP]), AV_OPT_TYPE_DOUBLE, { .dbl = 0.0 }, 0, DBL_MAX, FLAGS },
{ NULL }
};
AVFILTER_DEFINE_CLASS(hqdn3d);
static const AVFilterPad avfilter_vf_hqdn3d_inputs[] = {
{
.name = "default",
.type = AVMEDIA_TYPE_VIDEO,
.config_props = config_input,
.filter_frame = filter_frame,
},
};
const AVFilter ff_vf_hqdn3d = {
.name = "hqdn3d",
.description = NULL_IF_CONFIG_SMALL("Apply a High Quality 3D Denoiser."),
.priv_size = sizeof(HQDN3DContext),
.priv_class = &hqdn3d_class,
.init = init,
.uninit = uninit,
FILTER_INPUTS(avfilter_vf_hqdn3d_inputs),
FILTER_OUTPUTS(ff_video_default_filterpad),
FILTER_PIXFMTS_ARRAY(pix_fmts),
.flags = AVFILTER_FLAG_SUPPORT_TIMELINE_INTERNAL | AVFILTER_FLAG_SLICE_THREADS,
.process_command = process_command,
};
|