105 lines
4.0 KiB
C
105 lines
4.0 KiB
C
/*
|
|
* Copyright (c) 2015 The WebM project authors. All Rights Reserved.
|
|
*
|
|
* Use of this source code is governed by a BSD-style license
|
|
* that can be found in the LICENSE file in the root of the source
|
|
* tree. An additional intellectual property rights grant can be found
|
|
* in the file PATENTS. All contributing project authors may
|
|
* be found in the AUTHORS file in the root of the source tree.
|
|
*/
|
|
|
|
#include <limits.h>
|
|
#include <math.h>
|
|
|
|
#include "vp10/common/blockd.h"
|
|
#include "vp10/encoder/encoder.h"
|
|
#include "vp10/encoder/skin_detection.h"
|
|
|
|
// Fixed-point skin color model parameters.
|
|
static const int skin_mean[2] = {7463, 9614}; // q6
|
|
static const int skin_inv_cov[4] = {4107, 1663, 1663, 2157}; // q16
|
|
static const int skin_threshold = 1570636; // q18
|
|
|
|
// Thresholds on luminance.
|
|
static const int y_low = 20;
|
|
static const int y_high = 220;
|
|
|
|
// Evaluates the Mahalanobis distance measure for the input CbCr values.
|
|
static int evaluate_skin_color_difference(int cb, int cr) {
|
|
const int cb_q6 = cb << 6;
|
|
const int cr_q6 = cr << 6;
|
|
const int cb_diff_q12 = (cb_q6 - skin_mean[0]) * (cb_q6 - skin_mean[0]);
|
|
const int cbcr_diff_q12 = (cb_q6 - skin_mean[0]) * (cr_q6 - skin_mean[1]);
|
|
const int cr_diff_q12 = (cr_q6 - skin_mean[1]) * (cr_q6 - skin_mean[1]);
|
|
const int cb_diff_q2 = (cb_diff_q12 + (1 << 9)) >> 10;
|
|
const int cbcr_diff_q2 = (cbcr_diff_q12 + (1 << 9)) >> 10;
|
|
const int cr_diff_q2 = (cr_diff_q12 + (1 << 9)) >> 10;
|
|
const int skin_diff = skin_inv_cov[0] * cb_diff_q2 +
|
|
skin_inv_cov[1] * cbcr_diff_q2 +
|
|
skin_inv_cov[2] * cbcr_diff_q2 +
|
|
skin_inv_cov[3] * cr_diff_q2;
|
|
return skin_diff;
|
|
}
|
|
|
|
int vp10_skin_pixel(const uint8_t y, const uint8_t cb, const uint8_t cr) {
|
|
if (y < y_low || y > y_high)
|
|
return 0;
|
|
else
|
|
return (evaluate_skin_color_difference(cb, cr) < skin_threshold);
|
|
}
|
|
|
|
#ifdef OUTPUT_YUV_SKINMAP
|
|
// For viewing skin map on input source.
|
|
void vp10_compute_skin_map(VP10_COMP *const cpi, FILE *yuv_skinmap_file) {
|
|
int i, j, mi_row, mi_col;
|
|
VP10_COMMON *const cm = &cpi->common;
|
|
uint8_t *y;
|
|
const uint8_t *src_y = cpi->Source->y_buffer;
|
|
const uint8_t *src_u = cpi->Source->u_buffer;
|
|
const uint8_t *src_v = cpi->Source->v_buffer;
|
|
const int src_ystride = cpi->Source->y_stride;
|
|
const int src_uvstride = cpi->Source->uv_stride;
|
|
YV12_BUFFER_CONFIG skinmap;
|
|
memset(&skinmap, 0, sizeof(YV12_BUFFER_CONFIG));
|
|
if (vpx_alloc_frame_buffer(&skinmap, cm->width, cm->height,
|
|
cm->subsampling_x, cm->subsampling_y,
|
|
VP9_ENC_BORDER_IN_PIXELS, cm->byte_alignment)) {
|
|
vpx_free_frame_buffer(&skinmap);
|
|
return;
|
|
}
|
|
memset(skinmap.buffer_alloc, 128, skinmap.frame_size);
|
|
y = skinmap.y_buffer;
|
|
// Loop through 8x8 blocks and set skin map based on center pixel of block.
|
|
// Set y to white for skin block, otherwise set to source with gray scale.
|
|
// Ignore rightmost/bottom boundary blocks.
|
|
for (mi_row = 0; mi_row < cm->mi_rows - 1; ++mi_row) {
|
|
for (mi_col = 0; mi_col < cm->mi_cols - 1; ++mi_col) {
|
|
// Use middle pixel for each 8x8 block for skin detection.
|
|
// If middle pixel is skin, assign whole 8x8 block to skin.
|
|
const uint8_t ysource = src_y[4 * src_ystride + 4];
|
|
const uint8_t usource = src_u[2 * src_uvstride + 2];
|
|
const uint8_t vsource = src_v[2 * src_uvstride + 2];
|
|
const int is_skin = vp10_skin_pixel(ysource, usource, vsource);
|
|
for (i = 0; i < 8; i++) {
|
|
for (j = 0; j < 8; j++) {
|
|
if (is_skin)
|
|
y[i * src_ystride + j] = 255;
|
|
else
|
|
y[i * src_ystride + j] = src_y[i * src_ystride + j];
|
|
}
|
|
}
|
|
y += 8;
|
|
src_y += 8;
|
|
src_u += 4;
|
|
src_v += 4;
|
|
}
|
|
y += (src_ystride << 3) - ((cm->mi_cols - 1) << 3);
|
|
src_y += (src_ystride << 3) - ((cm->mi_cols - 1) << 3);
|
|
src_u += (src_uvstride << 2) - ((cm->mi_cols - 1) << 2);
|
|
src_v += (src_uvstride << 2) - ((cm->mi_cols - 1) << 2);
|
|
}
|
|
vp10_write_yuv_frame_420(&skinmap, yuv_skinmap_file);
|
|
vpx_free_frame_buffer(&skinmap);
|
|
}
|
|
#endif
|