131 lines
5.2 KiB
C
131 lines
5.2 KiB
C
/*
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* Copyright (c) 2015 The WebM project authors. All Rights Reserved.
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*
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* Use of this source code is governed by a BSD-style license
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* that can be found in the LICENSE file in the root of the source
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* tree. An additional intellectual property rights grant can be found
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* in the file PATENTS. All contributing project authors may
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* be found in the AUTHORS file in the root of the source tree.
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*/
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#include <limits.h>
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#include <math.h>
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#include "vp9/common/vp9_blockd.h"
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#include "vp9/encoder/vp9_encoder.h"
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#include "vp9/encoder/vp9_skin_detection.h"
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// Fixed-point skin color model parameters.
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static const int skin_mean[2] = {7463, 9614}; // q6
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static const int skin_inv_cov[4] = {4107, 1663, 1663, 2157}; // q16
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static const int skin_threshold = 1570636; // q18
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// Thresholds on luminance.
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static const int y_low = 20;
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static const int y_high = 220;
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// Evaluates the Mahalanobis distance measure for the input CbCr values.
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static int evaluate_skin_color_difference(int cb, int cr) {
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const int cb_q6 = cb << 6;
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const int cr_q6 = cr << 6;
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const int cb_diff_q12 = (cb_q6 - skin_mean[0]) * (cb_q6 - skin_mean[0]);
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const int cbcr_diff_q12 = (cb_q6 - skin_mean[0]) * (cr_q6 - skin_mean[1]);
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const int cr_diff_q12 = (cr_q6 - skin_mean[1]) * (cr_q6 - skin_mean[1]);
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const int cb_diff_q2 = (cb_diff_q12 + (1 << 9)) >> 10;
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const int cbcr_diff_q2 = (cbcr_diff_q12 + (1 << 9)) >> 10;
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const int cr_diff_q2 = (cr_diff_q12 + (1 << 9)) >> 10;
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const int skin_diff = skin_inv_cov[0] * cb_diff_q2 +
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skin_inv_cov[1] * cbcr_diff_q2 +
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skin_inv_cov[2] * cbcr_diff_q2 +
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skin_inv_cov[3] * cr_diff_q2;
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return skin_diff;
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}
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int vp9_skin_pixel(const uint8_t y, const uint8_t cb, const uint8_t cr) {
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if (y < y_low || y > y_high)
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return 0;
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else
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return (evaluate_skin_color_difference(cb, cr) < skin_threshold);
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}
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#ifdef OUTPUT_YUV_SKINMAP
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// For viewing skin map on input source.
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void vp9_compute_skin_map(VP9_COMP *const cpi, FILE *yuv_skinmap_file) {
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int i, j, mi_row, mi_col, num_bl;
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VP9_COMMON *const cm = &cpi->common;
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uint8_t *y;
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const uint8_t *src_y = cpi->Source->y_buffer;
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const uint8_t *src_u = cpi->Source->u_buffer;
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const uint8_t *src_v = cpi->Source->v_buffer;
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const int src_ystride = cpi->Source->y_stride;
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const int src_uvstride = cpi->Source->uv_stride;
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int y_bsize = 16; // Use 8x8 or 16x16.
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int uv_bsize = y_bsize >> 1;
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int ypos = y_bsize >> 1;
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int uvpos = uv_bsize >> 1;
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int shy = (y_bsize == 8) ? 3 : 4;
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int shuv = shy - 1;
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int fac = y_bsize / 8;
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// Use center pixel or average of center 2x2 pixels.
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int mode_filter = 1;
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YV12_BUFFER_CONFIG skinmap;
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memset(&skinmap, 0, sizeof(YV12_BUFFER_CONFIG));
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if (vpx_alloc_frame_buffer(&skinmap, cm->width, cm->height,
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cm->subsampling_x, cm->subsampling_y,
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VP9_ENC_BORDER_IN_PIXELS, cm->byte_alignment)) {
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vpx_free_frame_buffer(&skinmap);
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return;
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}
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memset(skinmap.buffer_alloc, 128, skinmap.frame_size);
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y = skinmap.y_buffer;
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// Loop through blocks and set skin map based on center pixel of block.
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// Set y to white for skin block, otherwise set to source with gray scale.
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// Ignore rightmost/bottom boundary blocks.
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for (mi_row = 0; mi_row < cm->mi_rows - 1; mi_row += fac) {
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num_bl = 0;
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for (mi_col = 0; mi_col < cm->mi_cols - 1; mi_col += fac) {
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// Select pixel for each block for skin detection.
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// Use center pixel, or 2x2 average at center.
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uint8_t ysource = src_y[ypos * src_ystride + ypos];
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uint8_t usource = src_u[uvpos * src_uvstride + uvpos];
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uint8_t vsource = src_v[uvpos * src_uvstride + uvpos];
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uint8_t ysource2 = src_y[(ypos + 1) * src_ystride + ypos];
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uint8_t usource2 = src_u[(uvpos + 1) * src_uvstride + uvpos];
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uint8_t vsource2 = src_v[(uvpos + 1) * src_uvstride + uvpos];
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uint8_t ysource3 = src_y[ypos * src_ystride + (ypos + 1)];
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uint8_t usource3 = src_u[uvpos * src_uvstride + (uvpos + 1)];
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uint8_t vsource3 = src_v[uvpos * src_uvstride + (uvpos + 1)];
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uint8_t ysource4 = src_y[(ypos + 1) * src_ystride + (ypos + 1)];
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uint8_t usource4 = src_u[(uvpos + 1) * src_uvstride + (uvpos + 1)];
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uint8_t vsource4 = src_v[(uvpos + 1) * src_uvstride + (uvpos + 1)];
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int is_skin = 0;
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if (mode_filter == 1) {
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ysource = (ysource + ysource2 + ysource3 + ysource4) >> 2;
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usource = (usource + usource2 + usource3 + usource4) >> 2;
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vsource = (vsource + vsource2 + vsource3 + vsource4) >> 2;
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}
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is_skin = vp9_skin_pixel(ysource, usource, vsource);
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for (i = 0; i < y_bsize; i++) {
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for (j = 0; j < y_bsize; j++) {
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if (is_skin)
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y[i * src_ystride + j] = 255;
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else
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y[i * src_ystride + j] = src_y[i * src_ystride + j];
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}
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}
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num_bl++;
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y += y_bsize;
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src_y += y_bsize;
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src_u += uv_bsize;
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src_v += uv_bsize;
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}
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y += (src_ystride << shy) - (num_bl << shy);
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src_y += (src_ystride << shy) - (num_bl << shy);
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src_u += (src_uvstride << shuv) - (num_bl << shuv);
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src_v += (src_uvstride << shuv) - (num_bl << shuv);
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}
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vp9_write_yuv_frame_420(&skinmap, yuv_skinmap_file);
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vpx_free_frame_buffer(&skinmap);
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}
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#endif
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