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							- /*
 -  * Copyright (c) 2017 Paul B Mahol
 -  *
 -  * 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 "libavutil/imgutils.h"
 - #include "libavutil/opt.h"
 - #include "libavutil/pixdesc.h"
 - #include "libavcodec/avfft.h"
 - 
 - #include "avfilter.h"
 - #include "formats.h"
 - #include "framesync.h"
 - #include "internal.h"
 - #include "video.h"
 - 
 - typedef struct ConvolveContext {
 -     const AVClass *class;
 -     FFFrameSync fs;
 - 
 -     FFTContext *fft[4];
 -     FFTContext *ifft[4];
 - 
 -     int fft_bits[4];
 -     int fft_len[4];
 -     int planewidth[4];
 -     int planeheight[4];
 - 
 -     FFTComplex *fft_hdata[4];
 -     FFTComplex *fft_vdata[4];
 -     FFTComplex *fft_hdata_impulse[4];
 -     FFTComplex *fft_vdata_impulse[4];
 - 
 -     int depth;
 -     int planes;
 -     int impulse;
 -     int nb_planes;
 -     int got_impulse[4];
 - } ConvolveContext;
 - 
 - #define OFFSET(x) offsetof(ConvolveContext, x)
 - #define FLAGS AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_VIDEO_PARAM
 - 
 - static const AVOption convolve_options[] = {
 -     { "planes",  "set planes to convolve",                  OFFSET(planes),   AV_OPT_TYPE_INT,   {.i64=7}, 0, 15, FLAGS },
 -     { "impulse", "when to process impulses",                OFFSET(impulse),  AV_OPT_TYPE_INT,   {.i64=1}, 0,  1, FLAGS, "impulse" },
 -     {   "first", "process only first impulse, ignore rest", 0,                AV_OPT_TYPE_CONST, {.i64=0}, 0,  0, FLAGS, "impulse" },
 -     {   "all",   "process all impulses",                    0,                AV_OPT_TYPE_CONST, {.i64=1}, 0,  0, FLAGS, "impulse" },
 -     { NULL },
 - };
 - 
 - FRAMESYNC_DEFINE_CLASS(convolve, ConvolveContext, fs);
 - 
 - static int query_formats(AVFilterContext *ctx)
 - {
 -     static const enum AVPixelFormat pixel_fmts_fftfilt[] = {
 -         AV_PIX_FMT_YUVA444P, AV_PIX_FMT_YUV444P, AV_PIX_FMT_YUV440P,
 -         AV_PIX_FMT_YUVJ444P, AV_PIX_FMT_YUVJ440P,
 -         AV_PIX_FMT_YUVA422P, AV_PIX_FMT_YUV422P, AV_PIX_FMT_YUVA420P, AV_PIX_FMT_YUV420P,
 -         AV_PIX_FMT_YUVJ422P, AV_PIX_FMT_YUVJ420P,
 -         AV_PIX_FMT_YUVJ411P, AV_PIX_FMT_YUV411P, AV_PIX_FMT_YUV410P,
 -         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_YUV420P12, AV_PIX_FMT_YUV422P12, AV_PIX_FMT_YUV444P12, AV_PIX_FMT_YUV440P12,
 -         AV_PIX_FMT_YUV420P14, AV_PIX_FMT_YUV422P14, AV_PIX_FMT_YUV444P14,
 -         AV_PIX_FMT_YUV420P16, AV_PIX_FMT_YUV422P16, AV_PIX_FMT_YUV444P16,
 -         AV_PIX_FMT_YUVA420P9, AV_PIX_FMT_YUVA422P9, AV_PIX_FMT_YUVA444P9,
 -         AV_PIX_FMT_YUVA420P10, AV_PIX_FMT_YUVA422P10, AV_PIX_FMT_YUVA444P10,
 -         AV_PIX_FMT_YUVA420P16, AV_PIX_FMT_YUVA422P16, AV_PIX_FMT_YUVA444P16,
 -         AV_PIX_FMT_GBRP, AV_PIX_FMT_GBRP9, AV_PIX_FMT_GBRP10,
 -         AV_PIX_FMT_GBRP12, AV_PIX_FMT_GBRP14, AV_PIX_FMT_GBRP16,
 -         AV_PIX_FMT_GBRAP, AV_PIX_FMT_GBRAP10, AV_PIX_FMT_GBRAP12, AV_PIX_FMT_GBRAP16,
 -         AV_PIX_FMT_GRAY8, AV_PIX_FMT_GRAY9, AV_PIX_FMT_GRAY10, AV_PIX_FMT_GRAY12, AV_PIX_FMT_GRAY16,
 -         AV_PIX_FMT_NONE
 -     };
 - 
 -     AVFilterFormats *fmts_list = ff_make_format_list(pixel_fmts_fftfilt);
 -     if (!fmts_list)
 -         return AVERROR(ENOMEM);
 -     return ff_set_common_formats(ctx, fmts_list);
 - }
 - 
 - static int config_input_main(AVFilterLink *inlink)
 - {
 -     ConvolveContext *s = inlink->dst->priv;
 -     const AVPixFmtDescriptor *desc = av_pix_fmt_desc_get(inlink->format);
 -     int fft_bits, i;
 - 
 -     s->planewidth[1] = s->planewidth[2] = AV_CEIL_RSHIFT(inlink->w, desc->log2_chroma_w);
 -     s->planewidth[0] = s->planewidth[3] = inlink->w;
 -     s->planeheight[1] = s->planeheight[2] = AV_CEIL_RSHIFT(inlink->h, desc->log2_chroma_h);
 -     s->planeheight[0] = s->planeheight[3] = inlink->h;
 - 
 -     s->nb_planes = desc->nb_components;
 -     s->depth = desc->comp[0].depth;
 - 
 -     for (i = 0; i < s->nb_planes; i++) {
 -         int w = s->planewidth[i];
 -         int h = s->planeheight[i];
 -         int n = FFMAX(w, h) * 10/9;
 - 
 -         for (fft_bits = 1; 1 << fft_bits < n; fft_bits++);
 - 
 -         s->fft_bits[i] = fft_bits;
 -         s->fft_len[i] = 1 << s->fft_bits[i];
 - 
 -         if (!(s->fft_hdata[i] = av_calloc(s->fft_len[i], s->fft_len[i] * sizeof(FFTComplex))))
 -             return AVERROR(ENOMEM);
 - 
 -         if (!(s->fft_vdata[i] = av_calloc(s->fft_len[i], s->fft_len[i] * sizeof(FFTComplex))))
 -             return AVERROR(ENOMEM);
 - 
 -         if (!(s->fft_hdata_impulse[i] = av_calloc(s->fft_len[i], s->fft_len[i] * sizeof(FFTComplex))))
 -             return AVERROR(ENOMEM);
 - 
 -         if (!(s->fft_vdata_impulse[i] = av_calloc(s->fft_len[i], s->fft_len[i] * sizeof(FFTComplex))))
 -             return AVERROR(ENOMEM);
 -     }
 - 
 -     return 0;
 - }
 - 
 - static int config_input_impulse(AVFilterLink *inlink)
 - {
 -     AVFilterContext *ctx  = inlink->dst;
 - 
 -     if (ctx->inputs[0]->w != ctx->inputs[1]->w ||
 -         ctx->inputs[0]->h != ctx->inputs[1]->h) {
 -         av_log(ctx, AV_LOG_ERROR, "Width and height of input videos must be same.\n");
 -         return AVERROR(EINVAL);
 -     }
 -     if (ctx->inputs[0]->format != ctx->inputs[1]->format) {
 -         av_log(ctx, AV_LOG_ERROR, "Inputs must be of same pixel format.\n");
 -         return AVERROR(EINVAL);
 -     }
 - 
 -     return 0;
 - }
 - 
 - static void fft_horizontal(ConvolveContext *s, FFTComplex *fft_hdata,
 -                            AVFrame *in, int w, int h, int n, int plane, float scale)
 - {
 -     int y, x;
 - 
 -     for (y = 0; y < h; y++) {
 -         if (s->depth == 8) {
 -             const uint8_t *src = in->data[plane] + in->linesize[plane] * y;
 - 
 -             for (x = 0; x < w; x++) {
 -                 fft_hdata[y * n + x].re = src[x] * scale;
 -                 fft_hdata[y * n + x].im = 0;
 -             }
 -         } else {
 -             const uint16_t *src = (const uint16_t *)(in->data[plane] + in->linesize[plane] * y);
 - 
 -             for (x = 0; x < w; x++) {
 -                 fft_hdata[y * n + x].re = src[x] * scale;
 -                 fft_hdata[y * n + x].im = 0;
 -             }
 -         }
 -         for (; x < n; x++) {
 -             fft_hdata[y * n + x].re = 0;
 -             fft_hdata[y * n + x].im = 0;
 -         }
 -     }
 - 
 -     for (; y < n; y++) {
 -         for (x = 0; x < n; x++) {
 -             fft_hdata[y * n + x].re = 0;
 -             fft_hdata[y * n + x].im = 0;
 -         }
 -     }
 - 
 -     for (y = 0; y < n; y++) {
 -         av_fft_permute(s->fft[plane], fft_hdata + y * n);
 -         av_fft_calc(s->fft[plane], fft_hdata + y * n);
 -     }
 - }
 - 
 - static void fft_vertical(ConvolveContext *s, FFTComplex *fft_hdata, FFTComplex *fft_vdata,
 -                          int n, int plane)
 - {
 -     int y, x;
 - 
 -     for (y = 0; y < n; y++) {
 -         for (x = 0; x < n; x++) {
 -             fft_vdata[y * n + x].re = fft_hdata[x * n + y].re;
 -             fft_vdata[y * n + x].im = fft_hdata[x * n + y].im;
 -         }
 -         for (; x < n; x++) {
 -             fft_vdata[y * n + x].re = 0;
 -             fft_vdata[y * n + x].im = 0;
 -         }
 -         av_fft_permute(s->fft[plane], fft_vdata + y * n);
 -         av_fft_calc(s->fft[plane], fft_vdata + y * n);
 -     }
 - }
 - 
 - static void ifft_vertical(ConvolveContext *s, int n, int plane)
 - {
 -     int y, x;
 - 
 -     for (y = 0; y < n; y++) {
 -         av_fft_permute(s->ifft[plane], s->fft_vdata[plane] + y * n);
 -         av_fft_calc(s->ifft[plane], s->fft_vdata[plane] + y * n);
 -         for (x = 0; x < n; x++) {
 -             s->fft_hdata[plane][x * n + y].re = s->fft_vdata[plane][y * n + x].re;
 -             s->fft_hdata[plane][x * n + y].im = s->fft_vdata[plane][y * n + x].im;
 -         }
 -     }
 - }
 - 
 - static void ifft_horizontal(ConvolveContext *s, AVFrame *out,
 -                             int w, int h, int n, int plane)
 - {
 -     const float scale = 1.f / (n * n);
 -     const int max = (1 << s->depth) - 1;
 -     const int oh = h / 2;
 -     const int ow = w / 2;
 -     int y, x;
 - 
 -     for (y = 0; y < n; y++) {
 -         av_fft_permute(s->ifft[plane], s->fft_hdata[plane] + y * n);
 -         av_fft_calc(s->ifft[plane], s->fft_hdata[plane] + y * n);
 -     }
 - 
 -     if (s->depth == 8) {
 -         for (y = 0; y < h; y++) {
 -             uint8_t *dst = out->data[plane] + y * out->linesize[plane];
 -             for (x = 0; x < w; x++)
 -                 dst[x] = av_clip_uint8(s->fft_hdata[plane][(y+oh) * n + x+ow].re * scale);
 -         }
 -     } else {
 -         for (y = 0; y < h; y++) {
 -             uint16_t *dst = (uint16_t *)(out->data[plane] + y * out->linesize[plane]);
 -             for (x = 0; x < w; x++)
 -                 dst[x] = av_clip(s->fft_hdata[plane][(y+oh) * n + x+ow].re * scale, 0, max);
 -         }
 -     }
 - }
 - 
 - static int do_convolve(FFFrameSync *fs)
 - {
 -     AVFilterContext *ctx = fs->parent;
 -     AVFilterLink *outlink = ctx->outputs[0];
 -     ConvolveContext *s = ctx->priv;
 -     AVFrame *mainpic = NULL, *impulsepic = NULL;
 -     int ret, y, x, plane;
 - 
 -     ret = ff_framesync_dualinput_get(fs, &mainpic, &impulsepic);
 -     if (ret < 0)
 -         return ret;
 -     if (!impulsepic)
 -         return ff_filter_frame(outlink, mainpic);
 - 
 -     for (plane = 0; plane < s->nb_planes; plane++) {
 -         const int n = s->fft_len[plane];
 -         const int w = s->planewidth[plane];
 -         const int h = s->planeheight[plane];
 -         float total = 0;
 - 
 -         if (!(s->planes & (1 << plane))) {
 -             continue;
 -         }
 - 
 -         fft_horizontal(s, s->fft_hdata[plane], mainpic, w, h, n, plane, 1.f);
 -         fft_vertical(s, s->fft_hdata[plane], s->fft_vdata[plane],
 -                      n, plane);
 - 
 -         if ((!s->impulse && !s->got_impulse[plane]) || s->impulse) {
 -             if (s->depth == 8) {
 -                 for (y = 0; y < h; y++) {
 -                     const uint8_t *src = (const uint8_t *)(impulsepic->data[plane] + y * impulsepic->linesize[plane]) ;
 -                     for (x = 0; x < w; x++) {
 -                         total += src[x];
 -                     }
 -                 }
 -             } else {
 -                 for (y = 0; y < h; y++) {
 -                     const uint16_t *src = (const uint16_t *)(impulsepic->data[plane] + y * impulsepic->linesize[plane]) ;
 -                     for (x = 0; x < w; x++) {
 -                         total += src[x];
 -                     }
 -                 }
 -             }
 -             total = FFMAX(1, total);
 - 
 -             fft_horizontal(s, s->fft_hdata_impulse[plane], impulsepic, w, h, n, plane, 1 / total);
 -             fft_vertical(s, s->fft_hdata_impulse[plane], s->fft_vdata_impulse[plane],
 -                          n, plane);
 - 
 -             s->got_impulse[plane] = 1;
 -         }
 - 
 -         for (y = 0; y < n; y++) {
 -             for (x = 0; x < n; x++) {
 -                 FFTSample re, im, ire, iim;
 - 
 -                 re = s->fft_vdata[plane][y*n + x].re;
 -                 im = s->fft_vdata[plane][y*n + x].im;
 -                 ire = s->fft_vdata_impulse[plane][y*n + x].re;
 -                 iim = s->fft_vdata_impulse[plane][y*n + x].im;
 - 
 -                 s->fft_vdata[plane][y*n + x].re = ire * re - iim * im;
 -                 s->fft_vdata[plane][y*n + x].im = iim * re + ire * im;
 -             }
 -         }
 - 
 -         ifft_vertical(s, n, plane);
 -         ifft_horizontal(s, mainpic, w, h, n, plane);
 -     }
 - 
 -     return ff_filter_frame(outlink, mainpic);
 - }
 - 
 - static int config_output(AVFilterLink *outlink)
 - {
 -     AVFilterContext *ctx = outlink->src;
 -     ConvolveContext *s = ctx->priv;
 -     AVFilterLink *mainlink = ctx->inputs[0];
 -     int ret, i;
 - 
 -     s->fs.on_event = do_convolve;
 -     ret = ff_framesync_init_dualinput(&s->fs, ctx);
 -     if (ret < 0)
 -         return ret;
 -     outlink->w = mainlink->w;
 -     outlink->h = mainlink->h;
 -     outlink->time_base = mainlink->time_base;
 -     outlink->sample_aspect_ratio = mainlink->sample_aspect_ratio;
 -     outlink->frame_rate = mainlink->frame_rate;
 - 
 -     if ((ret = ff_framesync_configure(&s->fs)) < 0)
 -         return ret;
 - 
 -     for (i = 0; i < s->nb_planes; i++) {
 -         s->fft[i]  = av_fft_init(s->fft_bits[i], 0);
 -         s->ifft[i] = av_fft_init(s->fft_bits[i], 1);
 -         if (!s->fft[i] || !s->ifft[i])
 -             return AVERROR(ENOMEM);
 -     }
 - 
 -     return 0;
 - }
 - 
 - static int activate(AVFilterContext *ctx)
 - {
 -     ConvolveContext *s = ctx->priv;
 -     return ff_framesync_activate(&s->fs);
 - }
 - 
 - static av_cold void uninit(AVFilterContext *ctx)
 - {
 -     ConvolveContext *s = ctx->priv;
 -     int i;
 - 
 -     for (i = 0; i < 4; i++) {
 -         av_freep(&s->fft_hdata[i]);
 -         av_freep(&s->fft_vdata[i]);
 -         av_freep(&s->fft_hdata_impulse[i]);
 -         av_freep(&s->fft_vdata_impulse[i]);
 -         av_fft_end(s->fft[i]);
 -         av_fft_end(s->ifft[i]);
 -     }
 - 
 -     ff_framesync_uninit(&s->fs);
 - }
 - 
 - static const AVFilterPad convolve_inputs[] = {
 -     {
 -         .name          = "main",
 -         .type          = AVMEDIA_TYPE_VIDEO,
 -         .config_props  = config_input_main,
 -     },{
 -         .name          = "impulse",
 -         .type          = AVMEDIA_TYPE_VIDEO,
 -         .config_props  = config_input_impulse,
 -     },
 -     { NULL }
 - };
 - 
 - static const AVFilterPad convolve_outputs[] = {
 -     {
 -         .name          = "default",
 -         .type          = AVMEDIA_TYPE_VIDEO,
 -         .config_props  = config_output,
 -     },
 -     { NULL }
 - };
 - 
 - AVFilter ff_vf_convolve = {
 -     .name          = "convolve",
 -     .description   = NULL_IF_CONFIG_SMALL("Convolve first video stream with second video stream."),
 -     .preinit       = convolve_framesync_preinit,
 -     .uninit        = uninit,
 -     .query_formats = query_formats,
 -     .activate      = activate,
 -     .priv_size     = sizeof(ConvolveContext),
 -     .priv_class    = &convolve_class,
 -     .inputs        = convolve_inputs,
 -     .outputs       = convolve_outputs,
 -     .flags         = AVFILTER_FLAG_SUPPORT_TIMELINE_INTERNAL,
 - };
 
 
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