| /* |
| * Copyright (c) 2016, Alliance for Open Media. All rights reserved |
| * |
| * This source code is subject to the terms of the BSD 2 Clause License and |
| * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License |
| * was not distributed with this source code in the LICENSE file, you can |
| * obtain it at www.aomedia.org/license/software. If the Alliance for Open |
| * Media Patent License 1.0 was not distributed with this source code in the |
| * PATENTS file, you can obtain it at www.aomedia.org/license/patent. |
| */ |
| |
| #include <math.h> |
| #include <string.h> |
| |
| #include "./aom_scale_rtcd.h" |
| #include "aom/aom_integer.h" |
| #include "av1/common/cdef.h" |
| #include "av1/common/onyxc_int.h" |
| #include "av1/common/reconinter.h" |
| #include "av1/encoder/encoder.h" |
| |
| #define TOTAL_STRENGTHS (DERING_STRENGTHS * CLPF_STRENGTHS) |
| |
| /* Search for the best strength to add as an option, knowing we |
| already selected nb_strengths options. */ |
| static uint64_t search_one(int *lev, int nb_strengths, |
| uint64_t mse[][TOTAL_STRENGTHS], int sb_count) { |
| uint64_t tot_mse[TOTAL_STRENGTHS]; |
| int i, j; |
| uint64_t best_tot_mse = (uint64_t)1 << 63; |
| int best_id = 0; |
| memset(tot_mse, 0, sizeof(tot_mse)); |
| for (i = 0; i < sb_count; i++) { |
| int gi; |
| uint64_t best_mse = (uint64_t)1 << 63; |
| /* Find best mse among already selected options. */ |
| for (gi = 0; gi < nb_strengths; gi++) { |
| if (mse[i][lev[gi]] < best_mse) { |
| best_mse = mse[i][lev[gi]]; |
| } |
| } |
| /* Find best mse when adding each possible new option. */ |
| for (j = 0; j < TOTAL_STRENGTHS; j++) { |
| uint64_t best = best_mse; |
| if (mse[i][j] < best) best = mse[i][j]; |
| tot_mse[j] += best; |
| } |
| } |
| for (j = 0; j < TOTAL_STRENGTHS; j++) { |
| if (tot_mse[j] < best_tot_mse) { |
| best_tot_mse = tot_mse[j]; |
| best_id = j; |
| } |
| } |
| lev[nb_strengths] = best_id; |
| return best_tot_mse; |
| } |
| |
| /* Search for the best luma+chroma strength to add as an option, knowing we |
| already selected nb_strengths options. */ |
| static uint64_t search_one_dual(int *lev0, int *lev1, int nb_strengths, |
| uint64_t (**mse)[TOTAL_STRENGTHS], |
| int sb_count) { |
| uint64_t tot_mse[TOTAL_STRENGTHS][TOTAL_STRENGTHS]; |
| int i, j; |
| uint64_t best_tot_mse = (uint64_t)1 << 63; |
| int best_id0 = 0; |
| int best_id1 = 0; |
| memset(tot_mse, 0, sizeof(tot_mse)); |
| for (i = 0; i < sb_count; i++) { |
| int gi; |
| uint64_t best_mse = (uint64_t)1 << 63; |
| /* Find best mse among already selected options. */ |
| for (gi = 0; gi < nb_strengths; gi++) { |
| uint64_t curr = mse[0][i][lev0[gi]]; |
| curr += mse[1][i][lev1[gi]]; |
| if (curr < best_mse) { |
| best_mse = curr; |
| } |
| } |
| /* Find best mse when adding each possible new option. */ |
| for (j = 0; j < TOTAL_STRENGTHS; j++) { |
| int k; |
| for (k = 0; k < TOTAL_STRENGTHS; k++) { |
| uint64_t best = best_mse; |
| uint64_t curr = mse[0][i][j]; |
| curr += mse[1][i][k]; |
| if (curr < best) best = curr; |
| tot_mse[j][k] += best; |
| } |
| } |
| } |
| for (j = 0; j < TOTAL_STRENGTHS; j++) { |
| int k; |
| for (k = 0; k < TOTAL_STRENGTHS; k++) { |
| if (tot_mse[j][k] < best_tot_mse) { |
| best_tot_mse = tot_mse[j][k]; |
| best_id0 = j; |
| best_id1 = k; |
| } |
| } |
| } |
| lev0[nb_strengths] = best_id0; |
| lev1[nb_strengths] = best_id1; |
| return best_tot_mse; |
| } |
| |
| /* Search for the set of strengths that minimizes mse. */ |
| static uint64_t joint_strength_search(int *best_lev, int nb_strengths, |
| uint64_t mse[][TOTAL_STRENGTHS], |
| int sb_count) { |
| uint64_t best_tot_mse; |
| int i; |
| best_tot_mse = (uint64_t)1 << 63; |
| /* Greedy search: add one strength options at a time. */ |
| for (i = 0; i < nb_strengths; i++) { |
| best_tot_mse = search_one(best_lev, i, mse, sb_count); |
| } |
| /* Trying to refine the greedy search by reconsidering each |
| already-selected option. */ |
| for (i = 0; i < 4 * nb_strengths; i++) { |
| int j; |
| for (j = 0; j < nb_strengths - 1; j++) best_lev[j] = best_lev[j + 1]; |
| best_tot_mse = search_one(best_lev, nb_strengths - 1, mse, sb_count); |
| } |
| return best_tot_mse; |
| } |
| |
| /* Search for the set of luma+chroma strengths that minimizes mse. */ |
| static uint64_t joint_strength_search_dual(int *best_lev0, int *best_lev1, |
| int nb_strengths, |
| uint64_t (**mse)[TOTAL_STRENGTHS], |
| int sb_count) { |
| uint64_t best_tot_mse; |
| int i; |
| best_tot_mse = (uint64_t)1 << 63; |
| /* Greedy search: add one strength options at a time. */ |
| for (i = 0; i < nb_strengths; i++) { |
| best_tot_mse = search_one_dual(best_lev0, best_lev1, i, mse, sb_count); |
| } |
| /* Trying to refine the greedy search by reconsidering each |
| already-selected option. */ |
| for (i = 0; i < 4 * nb_strengths; i++) { |
| int j; |
| for (j = 0; j < nb_strengths - 1; j++) { |
| best_lev0[j] = best_lev0[j + 1]; |
| best_lev1[j] = best_lev1[j + 1]; |
| } |
| best_tot_mse = |
| search_one_dual(best_lev0, best_lev1, nb_strengths - 1, mse, sb_count); |
| } |
| return best_tot_mse; |
| } |
| |
| /* FIXME: SSE-optimize this. */ |
| static void copy_sb16_16(uint16_t *dst, int dstride, const uint16_t *src, |
| int src_voffset, int src_hoffset, int sstride, |
| int vsize, int hsize) { |
| int r, c; |
| const uint16_t *base = &src[src_voffset * sstride + src_hoffset]; |
| for (r = 0; r < vsize; r++) { |
| for (c = 0; c < hsize; c++) { |
| dst[r * dstride + c] = base[r * sstride + c]; |
| } |
| } |
| } |
| |
| static INLINE uint64_t dist_8x8_16bit(uint16_t *dst, int dstride, uint16_t *src, |
| int sstride, int coeff_shift) { |
| uint64_t svar = 0; |
| uint64_t dvar = 0; |
| uint64_t sum_s = 0; |
| uint64_t sum_d = 0; |
| uint64_t sum_s2 = 0; |
| uint64_t sum_d2 = 0; |
| uint64_t sum_sd = 0; |
| int i, j; |
| for (i = 0; i < 8; i++) { |
| for (j = 0; j < 8; j++) { |
| sum_s += src[i * sstride + j]; |
| sum_d += dst[i * dstride + j]; |
| sum_s2 += src[i * sstride + j] * src[i * sstride + j]; |
| sum_d2 += dst[i * dstride + j] * dst[i * dstride + j]; |
| sum_sd += src[i * sstride + j] * dst[i * dstride + j]; |
| } |
| } |
| /* Compute the variance -- the calculation cannot go negative. */ |
| svar = sum_s2 - ((sum_s * sum_s + 32) >> 6); |
| dvar = sum_d2 - ((sum_d * sum_d + 32) >> 6); |
| return (uint64_t)floor( |
| .5 + |
| (sum_d2 + sum_s2 - 2 * sum_sd) * .5 * |
| (svar + dvar + (400 << 2 * coeff_shift)) / |
| (sqrt((20000 << 4 * coeff_shift) + svar * (double)dvar))); |
| } |
| |
| static INLINE uint64_t mse_8x8_16bit(uint16_t *dst, int dstride, uint16_t *src, |
| int sstride) { |
| uint64_t sum = 0; |
| int i, j; |
| for (i = 0; i < 8; i++) { |
| for (j = 0; j < 8; j++) { |
| int e = dst[i * dstride + j] - src[i * sstride + j]; |
| sum += e * e; |
| } |
| } |
| return sum; |
| } |
| |
| static INLINE uint64_t mse_4x4_16bit(uint16_t *dst, int dstride, uint16_t *src, |
| int sstride) { |
| uint64_t sum = 0; |
| int i, j; |
| for (i = 0; i < 4; i++) { |
| for (j = 0; j < 4; j++) { |
| int e = dst[i * dstride + j] - src[i * sstride + j]; |
| sum += e * e; |
| } |
| } |
| return sum; |
| } |
| |
| /* Compute MSE only on the blocks we filtered. */ |
| uint64_t compute_dering_dist(uint16_t *dst, int dstride, uint16_t *src, |
| dering_list *dlist, int dering_count, |
| BLOCK_SIZE bsize, int coeff_shift, int pli) { |
| uint64_t sum = 0; |
| int bi, bx, by; |
| if (bsize == BLOCK_8X8) { |
| for (bi = 0; bi < dering_count; bi++) { |
| by = dlist[bi].by; |
| bx = dlist[bi].bx; |
| if (pli == 0) { |
| sum += dist_8x8_16bit(&dst[(by << 3) * dstride + (bx << 3)], dstride, |
| &src[bi << (2 * 3)], 8, coeff_shift); |
| } else { |
| sum += mse_8x8_16bit(&dst[(by << 3) * dstride + (bx << 3)], dstride, |
| &src[bi << (2 * 3)], 8); |
| } |
| } |
| } else { |
| for (bi = 0; bi < dering_count; bi++) { |
| by = dlist[bi].by; |
| bx = dlist[bi].bx; |
| sum += mse_4x4_16bit(&dst[(by << 2) * dstride + (bx << 2)], dstride, |
| &src[bi << (2 * 2)], 4); |
| } |
| } |
| return sum >> 2 * coeff_shift; |
| } |
| |
| void av1_cdef_search(YV12_BUFFER_CONFIG *frame, const YV12_BUFFER_CONFIG *ref, |
| AV1_COMMON *cm, MACROBLOCKD *xd) { |
| int r, c; |
| int sbr, sbc; |
| uint16_t *src[3]; |
| uint16_t *ref_coeff[3]; |
| dering_list dlist[MAX_MIB_SIZE * MAX_MIB_SIZE]; |
| int dir[OD_DERING_NBLOCKS][OD_DERING_NBLOCKS] = { { 0 } }; |
| int var[OD_DERING_NBLOCKS][OD_DERING_NBLOCKS] = { { 0 } }; |
| int stride[3]; |
| int bsize[3]; |
| int mi_wide_l2[3]; |
| int mi_high_l2[3]; |
| int dec[3]; |
| int pli; |
| int dering_count; |
| int coeff_shift = AOMMAX(cm->bit_depth - 8, 0); |
| uint64_t best_tot_mse = (uint64_t)1 << 63; |
| uint64_t tot_mse; |
| int sb_count; |
| int nvsb = (cm->mi_rows + MAX_MIB_SIZE - 1) / MAX_MIB_SIZE; |
| int nhsb = (cm->mi_cols + MAX_MIB_SIZE - 1) / MAX_MIB_SIZE; |
| int *sb_index = aom_malloc(nvsb * nhsb * sizeof(*sb_index)); |
| int *selected_strength = aom_malloc(nvsb * nhsb * sizeof(*sb_index)); |
| uint64_t(*mse[2])[TOTAL_STRENGTHS]; |
| int clpf_damping = 3 + (cm->base_qindex >> 6); |
| int i; |
| int nb_strengths; |
| int nb_strength_bits; |
| int quantizer; |
| double lambda; |
| int nplanes = 3; |
| DECLARE_ALIGNED(32, uint16_t, inbuf[OD_DERING_INBUF_SIZE]); |
| uint16_t *in; |
| DECLARE_ALIGNED(32, uint16_t, tmp_dst[MAX_SB_SQUARE]); |
| int chroma_dering = |
| xd->plane[1].subsampling_x == xd->plane[1].subsampling_y && |
| xd->plane[2].subsampling_x == xd->plane[2].subsampling_y; |
| quantizer = |
| av1_ac_quant(cm->base_qindex, 0, cm->bit_depth) >> (cm->bit_depth - 8); |
| lambda = .12 * quantizer * quantizer / 256.; |
| |
| av1_setup_dst_planes(xd->plane, frame, 0, 0); |
| mse[0] = aom_malloc(sizeof(**mse) * nvsb * nhsb); |
| mse[1] = aom_malloc(sizeof(**mse) * nvsb * nhsb); |
| for (pli = 0; pli < nplanes; pli++) { |
| uint8_t *ref_buffer; |
| int ref_stride; |
| switch (pli) { |
| case 0: |
| ref_buffer = ref->y_buffer; |
| ref_stride = ref->y_stride; |
| break; |
| case 1: |
| ref_buffer = ref->u_buffer; |
| ref_stride = ref->uv_stride; |
| break; |
| case 2: |
| ref_buffer = ref->v_buffer; |
| ref_stride = ref->uv_stride; |
| break; |
| } |
| src[pli] = aom_memalign( |
| 32, sizeof(*src) * cm->mi_rows * cm->mi_cols * MI_SIZE * MI_SIZE); |
| ref_coeff[pli] = aom_memalign( |
| 32, sizeof(*ref_coeff) * cm->mi_rows * cm->mi_cols * MI_SIZE * MI_SIZE); |
| dec[pli] = xd->plane[pli].subsampling_x; |
| bsize[pli] = dec[pli] ? BLOCK_4X4 : BLOCK_8X8; |
| stride[pli] = cm->mi_cols << MI_SIZE_LOG2; |
| mi_wide_l2[pli] = MI_SIZE_LOG2 - xd->plane[pli].subsampling_x; |
| mi_high_l2[pli] = MI_SIZE_LOG2 - xd->plane[pli].subsampling_y; |
| |
| const int frame_height = |
| (cm->mi_rows * MI_SIZE) >> xd->plane[pli].subsampling_y; |
| const int frame_width = |
| (cm->mi_cols * MI_SIZE) >> xd->plane[pli].subsampling_x; |
| |
| for (r = 0; r < frame_height; ++r) { |
| for (c = 0; c < frame_width; ++c) { |
| #if CONFIG_AOM_HIGHBITDEPTH |
| if (cm->use_highbitdepth) { |
| src[pli][r * stride[pli] + c] = CONVERT_TO_SHORTPTR( |
| xd->plane[pli].dst.buf)[r * xd->plane[pli].dst.stride + c]; |
| ref_coeff[pli][r * stride[pli] + c] = |
| CONVERT_TO_SHORTPTR(ref_buffer)[r * ref_stride + c]; |
| } else { |
| #endif |
| src[pli][r * stride[pli] + c] = |
| xd->plane[pli].dst.buf[r * xd->plane[pli].dst.stride + c]; |
| ref_coeff[pli][r * stride[pli] + c] = ref_buffer[r * ref_stride + c]; |
| #if CONFIG_AOM_HIGHBITDEPTH |
| } |
| #endif |
| } |
| } |
| } |
| in = inbuf + OD_FILT_VBORDER * OD_FILT_BSTRIDE + OD_FILT_HBORDER; |
| sb_count = 0; |
| for (sbr = 0; sbr < nvsb; ++sbr) { |
| for (sbc = 0; sbc < nhsb; ++sbc) { |
| int nvb, nhb; |
| int gi; |
| int dirinit = 0; |
| nhb = AOMMIN(MAX_MIB_SIZE, cm->mi_cols - MAX_MIB_SIZE * sbc); |
| nvb = AOMMIN(MAX_MIB_SIZE, cm->mi_rows - MAX_MIB_SIZE * sbr); |
| dering_count = sb_compute_dering_list(cm, sbr * MAX_MIB_SIZE, |
| sbc * MAX_MIB_SIZE, dlist); |
| if (dering_count == 0) continue; |
| for (pli = 0; pli < nplanes; pli++) { |
| for (i = 0; i < OD_DERING_INBUF_SIZE; i++) |
| inbuf[i] = OD_DERING_VERY_LARGE; |
| for (gi = 0; gi < TOTAL_STRENGTHS; gi++) { |
| int threshold; |
| uint64_t curr_mse; |
| int clpf_strength; |
| threshold = gi / CLPF_STRENGTHS; |
| if (pli > 0 && !chroma_dering) threshold = 0; |
| /* We avoid filtering the pixels for which some of the pixels to |
| average |
| are outside the frame. We could change the filter instead, but it |
| would add special cases for any future vectorization. */ |
| int yoff = OD_FILT_VBORDER * (sbr != 0); |
| int xoff = OD_FILT_HBORDER * (sbc != 0); |
| int ysize = (nvb << mi_high_l2[pli]) + |
| OD_FILT_VBORDER * (sbr != nvsb - 1) + yoff; |
| int xsize = (nhb << mi_wide_l2[pli]) + |
| OD_FILT_HBORDER * (sbc != nhsb - 1) + xoff; |
| clpf_strength = gi % CLPF_STRENGTHS; |
| if (clpf_strength == 0) |
| copy_sb16_16(&in[(-yoff * OD_FILT_BSTRIDE - xoff)], OD_FILT_BSTRIDE, |
| src[pli], |
| (sbr * MAX_MIB_SIZE << mi_high_l2[pli]) - yoff, |
| (sbc * MAX_MIB_SIZE << mi_wide_l2[pli]) - xoff, |
| stride[pli], ysize, xsize); |
| od_dering(clpf_strength ? NULL : (uint8_t *)in, OD_FILT_BSTRIDE, |
| tmp_dst, in, dec[pli], dir, &dirinit, var, pli, dlist, |
| dering_count, threshold, |
| clpf_strength + (clpf_strength == 3), clpf_damping, |
| coeff_shift, clpf_strength != 0, 1); |
| curr_mse = compute_dering_dist( |
| ref_coeff[pli] + |
| (sbr * MAX_MIB_SIZE << mi_high_l2[pli]) * stride[pli] + |
| (sbc * MAX_MIB_SIZE << mi_wide_l2[pli]), |
| stride[pli], tmp_dst, dlist, dering_count, bsize[pli], |
| coeff_shift, pli); |
| if (pli < 2) |
| mse[pli][sb_count][gi] = curr_mse; |
| else |
| mse[1][sb_count][gi] += curr_mse; |
| sb_index[sb_count] = |
| MAX_MIB_SIZE * sbr * cm->mi_stride + MAX_MIB_SIZE * sbc; |
| } |
| } |
| sb_count++; |
| } |
| } |
| nb_strength_bits = 0; |
| /* Search for different number of signalling bits. */ |
| for (i = 0; i <= 3; i++) { |
| int j; |
| int best_lev0[CDEF_MAX_STRENGTHS]; |
| int best_lev1[CDEF_MAX_STRENGTHS] = { 0 }; |
| nb_strengths = 1 << i; |
| if (nplanes >= 3) |
| tot_mse = joint_strength_search_dual(best_lev0, best_lev1, nb_strengths, |
| mse, sb_count); |
| else |
| tot_mse = |
| joint_strength_search(best_lev0, nb_strengths, mse[0], sb_count); |
| /* Count superblock signalling cost. */ |
| tot_mse += (uint64_t)(sb_count * lambda * i); |
| /* Count header signalling cost. */ |
| tot_mse += (uint64_t)(nb_strengths * lambda * CDEF_STRENGTH_BITS); |
| if (tot_mse < best_tot_mse) { |
| best_tot_mse = tot_mse; |
| nb_strength_bits = i; |
| for (j = 0; j < 1 << nb_strength_bits; j++) { |
| cm->cdef_strengths[j] = best_lev0[j]; |
| cm->cdef_uv_strengths[j] = best_lev1[j]; |
| } |
| } |
| } |
| nb_strengths = 1 << nb_strength_bits; |
| |
| cm->cdef_bits = nb_strength_bits; |
| cm->nb_cdef_strengths = nb_strengths; |
| for (i = 0; i < sb_count; i++) { |
| int gi; |
| int best_gi; |
| uint64_t best_mse = (uint64_t)1 << 63; |
| best_gi = 0; |
| for (gi = 0; gi < cm->nb_cdef_strengths; gi++) { |
| uint64_t curr = mse[0][i][cm->cdef_strengths[gi]]; |
| if (nplanes >= 3) curr += mse[1][i][cm->cdef_uv_strengths[gi]]; |
| if (curr < best_mse) { |
| best_gi = gi; |
| best_mse = curr; |
| } |
| } |
| selected_strength[i] = best_gi; |
| cm->mi_grid_visible[sb_index[i]]->mbmi.cdef_strength = best_gi; |
| } |
| aom_free(mse[0]); |
| aom_free(mse[1]); |
| for (pli = 0; pli < nplanes; pli++) { |
| aom_free(src[pli]); |
| aom_free(ref_coeff[pli]); |
| } |
| aom_free(sb_index); |
| aom_free(selected_strength); |
| } |
