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@ -53,7 +53,7 @@ typedef struct FFTdnoizContext { |
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float sigma; |
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float amount; |
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int block_bits; |
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int block_size; |
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float overlap; |
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int nb_prev; |
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int nb_next; |
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@ -69,8 +69,8 @@ typedef struct FFTdnoizContext { |
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AVTXContext *fft[MAX_THREADS], *ifft[MAX_THREADS]; |
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av_tx_fn tx_fn, itx_fn; |
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void (*import_row)(AVComplexFloat *dst, uint8_t *src, int rw); |
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void (*export_row)(AVComplexFloat *src, uint8_t *dst, int rw, float scale, int depth); |
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void (*import_row)(AVComplexFloat *dst, uint8_t *src, int rw, float scale); |
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void (*export_row)(AVComplexFloat *src, uint8_t *dst, int rw, int depth); |
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} FFTdnoizContext; |
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#define OFFSET(x) offsetof(FFTdnoizContext, x) |
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@ -81,8 +81,8 @@ static const AVOption fftdnoiz_options[] = { |
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OFFSET(sigma), AV_OPT_TYPE_FLOAT, {.dbl=1}, 0, 30, .flags = TFLAGS }, |
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{ "amount", "set amount of denoising", |
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OFFSET(amount), AV_OPT_TYPE_FLOAT, {.dbl=1}, 0.01, 1, .flags = TFLAGS }, |
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{ "block", "set block log2(size)", |
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OFFSET(block_bits), AV_OPT_TYPE_INT, {.i64=4}, 3, 6, .flags = FLAGS }, |
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{ "block", "set block size", |
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OFFSET(block_size), AV_OPT_TYPE_INT, {.i64=32}, 8, 256, .flags = FLAGS }, |
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{ "overlap", "set block overlap", |
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OFFSET(overlap), AV_OPT_TYPE_FLOAT, {.dbl=0.5}, 0.2, 0.8, .flags = FLAGS }, |
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{ "prev", "set number of previous frames for temporal denoising", |
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@ -127,42 +127,42 @@ typedef struct ThreadData { |
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float *src, *dst; |
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} ThreadData; |
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static void import_row8(AVComplexFloat *dst, uint8_t *src, int rw) |
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static void import_row8(AVComplexFloat *dst, uint8_t *src, int rw, float scale) |
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{ |
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int j; |
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for (j = 0; j < rw; j++) { |
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dst[j].re = src[j]; |
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dst[j].im = 0; |
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dst[j].re = src[j] * scale; |
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dst[j].im = 0.f; |
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} |
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} |
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static void export_row8(AVComplexFloat *src, uint8_t *dst, int rw, float scale, int depth) |
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static void export_row8(AVComplexFloat *src, uint8_t *dst, int rw, int depth) |
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{ |
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int j; |
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for (j = 0; j < rw; j++) |
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dst[j] = av_clip_uint8(lrintf(src[j].re * scale)); |
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dst[j] = av_clip_uint8(lrintf(src[j].re)); |
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} |
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static void import_row16(AVComplexFloat *dst, uint8_t *srcp, int rw) |
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static void import_row16(AVComplexFloat *dst, uint8_t *srcp, int rw, float scale) |
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{ |
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uint16_t *src = (uint16_t *)srcp; |
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int j; |
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for (j = 0; j < rw; j++) { |
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dst[j].re = src[j]; |
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dst[j].re = src[j] * scale; |
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dst[j].im = 0; |
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} |
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} |
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static void export_row16(AVComplexFloat *src, uint8_t *dstp, int rw, float scale, int depth) |
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static void export_row16(AVComplexFloat *src, uint8_t *dstp, int rw, int depth) |
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{ |
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uint16_t *dst = (uint16_t *)dstp; |
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int j; |
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for (j = 0; j < rw; j++) |
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dst[j] = av_clip_uintp2_c(src[j].re * scale + 0.5f, depth); |
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dst[j] = av_clip_uintp2_c(src[j].re + 0.5f, depth); |
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} |
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static int config_input(AVFilterLink *inlink) |
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@ -181,7 +181,6 @@ static int config_input(AVFilterLink *inlink) |
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} else { |
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s->import_row = import_row16; |
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s->export_row = export_row16; |
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s->sigma *= 1 << (s->depth - 8) * (1 + s->nb_prev + s->nb_next); |
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} |
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s->planes[1].planewidth = s->planes[2].planewidth = AV_CEIL_RSHIFT(inlink->w, desc->log2_chroma_w); |
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@ -195,8 +194,8 @@ static int config_input(AVFilterLink *inlink) |
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for (int i = 0; i < s->nb_threads; i++) { |
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float scale = 1.f, iscale = 1.f; |
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av_tx_init(&s->fft[i], &s->tx_fn, AV_TX_FLOAT_FFT, 0, 1 << s->block_bits, &scale, 0); |
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av_tx_init(&s->ifft[i], &s->itx_fn, AV_TX_FLOAT_FFT, 1, 1 << s->block_bits, &iscale, 0); |
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av_tx_init(&s->fft[i], &s->tx_fn, AV_TX_FLOAT_FFT, 0, s->block_size, &scale, 0); |
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av_tx_init(&s->ifft[i], &s->itx_fn, AV_TX_FLOAT_FFT, 1, s->block_size, &iscale, 0); |
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if (!s->fft[i] || !s->ifft[i]) |
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return AVERROR(ENOMEM); |
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} |
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@ -205,7 +204,7 @@ static int config_input(AVFilterLink *inlink) |
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PlaneContext *p = &s->planes[i]; |
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int size; |
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p->b = 1 << s->block_bits; |
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p->b = s->block_size; |
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p->n = 1.f / (p->b * p->b); |
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p->o = p->b * s->overlap; |
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size = p->b - p->o; |
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@ -260,8 +259,8 @@ static void import_plane(FFTdnoizContext *s, |
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const int data_linesize = p->data_linesize / sizeof(AVComplexFloat); |
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const int slice_start = (noy * jobnr) / nb_jobs; |
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const int slice_end = (noy * (jobnr+1)) / nb_jobs; |
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const float scale = 1.f / (s->block_size * s->block_size); |
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AVComplexFloat *hdata = p->hdata[jobnr]; |
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AVComplexFloat *vdata = p->vdata[jobnr]; |
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AVComplexFloat *hdata_out = p->hdata_out[jobnr]; |
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AVComplexFloat *vdata_out = p->vdata_out[jobnr]; |
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int x, y, i, j; |
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@ -273,40 +272,39 @@ static void import_plane(FFTdnoizContext *s, |
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const int rw = FFMIN(block, width - x * size); |
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uint8_t *src = srcp + src_linesize * y * size + x * size * bpp; |
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float *bdst = buffer + buffer_linesize * y * block + x * block * 2; |
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AVComplexFloat *ssrc, *dst = hdata, *dst_out = hdata_out; |
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AVComplexFloat *ssrc, *ddst, *dst = hdata, *dst_out = hdata_out; |
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for (i = 0; i < rh; i++) { |
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s->import_row(dst, src, rw); |
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s->import_row(dst, src, rw, scale); |
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for (j = rw; j < block; j++) { |
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dst[j].re = dst[block - j - 1].re; |
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dst[j].im = 0; |
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dst[j].re = dst[rw - 1].re; |
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dst[j].im = 0.f; |
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} |
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s->tx_fn(s->fft[jobnr], dst_out, dst, sizeof(float)); |
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ddst = dst_out; |
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src += src_linesize; |
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dst += data_linesize; |
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dst_out += data_linesize; |
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} |
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dst = hdata_out; |
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for (; i < block; i++) { |
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for (i = rh; i < block; i++) { |
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for (j = 0; j < block; j++) { |
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dst[j].re = dst[(block - i - 1) * data_linesize + j].re; |
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dst[j].im = dst[(block - i - 1) * data_linesize + j].im; |
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dst[j].re = ddst[j].re; |
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dst[j].im = ddst[j].im; |
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} |
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dst += data_linesize; |
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} |
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ssrc = hdata_out; |
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dst = vdata_out; |
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dst_out = vdata; |
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for (i = 0; i < block; i++) { |
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for (j = 0; j < block; j++) |
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dst[j] = ssrc[j * data_linesize + i]; |
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s->tx_fn(s->fft[jobnr], dst_out, dst, sizeof(float)); |
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memcpy(bdst, dst_out, block * sizeof(AVComplexFloat)); |
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s->tx_fn(s->fft[jobnr], bdst, dst, sizeof(float)); |
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dst += data_linesize; |
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dst_out += data_linesize; |
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bdst += buffer_linesize; |
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} |
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} |
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@ -330,11 +328,9 @@ static void export_plane(FFTdnoizContext *s, |
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const int nox = p->nox; |
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const int noy = p->noy; |
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const int data_linesize = p->data_linesize / sizeof(AVComplexFloat); |
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const float scale = 1.f / (block * block); |
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const int slice_start = (noy * jobnr) / nb_jobs; |
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const int slice_end = (noy * (jobnr+1)) / nb_jobs; |
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AVComplexFloat *hdata = p->hdata[jobnr]; |
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AVComplexFloat *vdata = p->vdata[jobnr]; |
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AVComplexFloat *hdata_out = p->hdata_out[jobnr]; |
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AVComplexFloat *vdata_out = p->vdata_out[jobnr]; |
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int x, y, i, j; |
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@ -344,29 +340,26 @@ static void export_plane(FFTdnoizContext *s, |
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for (x = 0; x < nox; x++) { |
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const int woff = x == 0 ? 0 : hoverlap; |
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const int hoff = y == 0 ? 0 : hoverlap; |
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const int rw = x == 0 ? block : FFMIN(size, width - x * size - woff); |
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const int rh = y == 0 ? block : FFMIN(size, height - y * size - hoff); |
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const int rw = x == 0 ? FFMIN(block, width) : FFMIN(size, width - x * size - woff); |
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const int rh = y == 0 ? FFMIN(block, height) : FFMIN(size, height - y * size - hoff); |
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float *bsrc = buffer + buffer_linesize * y * block + x * block * 2; |
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uint8_t *dst = dstp + dst_linesize * (y * size + hoff) + (x * size + woff) * bpp; |
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AVComplexFloat *hdst, *ddst = vdata, *vdst = vdata_out, *hdst_out = hdata_out; |
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AVComplexFloat *hdst, *vdst = vdata_out, *hdst_out = hdata_out; |
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hdst = hdata; |
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for (i = 0; i < block; i++) { |
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memcpy(ddst, bsrc, block * sizeof(AVComplexFloat)); |
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s->itx_fn(s->ifft[jobnr], vdst, ddst, sizeof(float)); |
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for (j = 0; j < block; j++) { |
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s->itx_fn(s->ifft[jobnr], vdst, bsrc, sizeof(float)); |
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for (j = 0; j < block; j++) |
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hdst[j * data_linesize + i] = vdst[j]; |
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} |
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vdst += data_linesize; |
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ddst += data_linesize; |
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bsrc += buffer_linesize; |
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} |
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hdst = hdata + hoff * data_linesize; |
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for (i = 0; i < rh; i++) { |
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s->itx_fn(s->ifft[jobnr], hdst_out, hdst, sizeof(float)); |
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s->export_row(hdst_out + woff, dst, rw, scale, depth); |
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s->export_row(hdst_out + woff, dst, rw, depth); |
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hdst += data_linesize; |
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hdst_out += data_linesize; |
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@ -384,7 +377,8 @@ static void filter_plane3d2(FFTdnoizContext *s, int plane, float *pbuffer, float |
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const int nox = p->nox; |
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const int noy = p->noy; |
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const int buffer_linesize = p->buffer_linesize / sizeof(float); |
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const float sigma = s->sigma * s->sigma * block * block; |
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const float depthx = (1 << (s->depth - 8)) * (1 << (s->depth - 8)); |
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const float sigma = s->sigma * depthx / (s->block_size * s->block_size); |
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const int slice_start = (noy * jobnr) / nb_jobs; |
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const int slice_end = (noy * (jobnr+1)) / nb_jobs; |
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const float limit = 1.f - s->amount; |
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@ -414,21 +408,20 @@ static void filter_plane3d2(FFTdnoizContext *s, int plane, float *pbuffer, float |
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mnr = mpr - difi - difi; |
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mpi = cbuff[2 * j + 1] - 0.5f * sumpni + difr; |
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mni = mpi - difr - difr; |
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power = sumr * sumr + sumi * sumi + 1e-15f; |
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factor = FFMAX((power - sigma) / power, limit); |
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power = sumr * sumr + sumi * sumi; |
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factor = fmaxf((power - sigma) / (power + 1e-15f), limit); |
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sumr *= factor; |
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sumi *= factor; |
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power = mpr * mpr + mpi * mpi + 1e-15f; |
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factor = FFMAX((power - sigma) / power, limit); |
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power = mpr * mpr + mpi * mpi; |
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factor = fmaxf((power - sigma) / (power + 1e-15f), limit); |
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mpr *= factor; |
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mpi *= factor; |
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power = mnr * mnr + mni * mni + 1e-15f; |
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factor = FFMAX((power - sigma) / power, limit); |
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power = mnr * mnr + mni * mni; |
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factor = fmaxf((power - sigma) / (power + 1e-15f), limit); |
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mnr *= factor; |
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mni *= factor; |
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cbuff[2 * j ] = (sumr + mpr + mnr) * scale; |
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cbuff[2 * j + 1] = (sumi + mpi + mni) * scale; |
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} |
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cbuff += buffer_linesize; |
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@ -447,7 +440,8 @@ static void filter_plane3d1(FFTdnoizContext *s, int plane, float *pbuffer, |
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const int nox = p->nox; |
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const int noy = p->noy; |
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const int buffer_linesize = p->buffer_linesize / sizeof(float); |
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const float sigma = s->sigma * s->sigma * block * block; |
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const float depthx = (1 << (s->depth - 8)) * (1 << (s->depth - 8)); |
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const float sigma = s->sigma * depthx / (s->block_size * s->block_size); |
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const int slice_start = (noy * jobnr) / nb_jobs; |
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const int slice_end = (noy * (jobnr+1)) / nb_jobs; |
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const float limit = 1.f - s->amount; |
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@ -474,12 +468,12 @@ static void filter_plane3d1(FFTdnoizContext *s, int plane, float *pbuffer, |
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difr = re - pre; |
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difi = im - pim; |
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power = sumr * sumr + sumi * sumi + 1e-15f; |
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factor = FFMAX(limit, (power - sigma) / power); |
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power = sumr * sumr + sumi * sumi; |
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factor = fmaxf(limit, (power - sigma) / (power + 1e-15f)); |
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sumr *= factor; |
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sumi *= factor; |
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power = difr * difr + difi * difi + 1e-15f; |
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factor = FFMAX(limit, (power - sigma) / power); |
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power = difr * difr + difi * difi; |
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factor = fmaxf(limit, (power - sigma) / (power + 1e-15f)); |
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difr *= factor; |
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difi *= factor; |
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@ -501,8 +495,9 @@ static void filter_plane2d(FFTdnoizContext *s, int plane, |
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const int block = p->b; |
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const int nox = p->nox; |
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const int noy = p->noy; |
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const int buffer_linesize = p->buffer_linesize / 4; |
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const float sigma = s->sigma * s->sigma * block * block; |
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const int buffer_linesize = p->buffer_linesize / sizeof(float); |
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const float depthx = (1 << (s->depth - 8)) * (1 << (s->depth - 8)); |
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const float sigma = s->sigma * depthx / (s->block_size * s->block_size); |
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const float limit = 1.f - s->amount; |
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const int slice_start = (noy * jobnr) / nb_jobs; |
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const int slice_end = (noy * (jobnr+1)) / nb_jobs; |
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@ -518,8 +513,8 @@ static void filter_plane2d(FFTdnoizContext *s, int plane, |
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re = buff[j * 2 ]; |
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im = buff[j * 2 + 1]; |
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power = re * re + im * im + 1e-15f; |
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factor = FFMAX(limit, (power - sigma) / power); |
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power = re * re + im * im; |
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factor = fmaxf(limit, (power - sigma) / (power + 1e-15f)); |
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buff[j * 2 ] *= factor; |
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buff[j * 2 + 1] *= factor; |
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} |
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