| Index: source/libvpx/vp9/encoder/vp9_skin_detection.c
|
| diff --git a/source/libvpx/vp9/encoder/vp9_skin_detection.c b/source/libvpx/vp9/encoder/vp9_skin_detection.c
|
| new file mode 100644
|
| index 0000000000000000000000000000000000000000..08ebcf8f1c83a00ae5d46f1e0f3958deae4c50dd
|
| --- /dev/null
|
| +++ b/source/libvpx/vp9/encoder/vp9_skin_detection.c
|
| @@ -0,0 +1,104 @@
|
| +/*
|
| + * 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 "vp9/common/vp9_blockd.h"
|
| +#include "vp9/encoder/vp9_encoder.h"
|
| +#include "vp9/encoder/vp9_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 vp9_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 vp9_compute_skin_map(VP9_COMP *const cpi, FILE *yuv_skinmap_file) {
|
| + int i, j, mi_row, mi_col;
|
| + VP9_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;
|
| + vpx_memset(&skinmap, 0, sizeof(YV12_BUFFER_CONFIG));
|
| + if (vp9_alloc_frame_buffer(&skinmap, cm->width, cm->height,
|
| + cm->subsampling_x, cm->subsampling_y,
|
| + VP9_ENC_BORDER_IN_PIXELS, cm->byte_alignment)) {
|
| + vp9_free_frame_buffer(&skinmap);
|
| + return;
|
| + }
|
| + vpx_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 = vp9_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);
|
| + }
|
| + vp9_write_yuv_frame_420(&skinmap, yuv_skinmap_file);
|
| + vp9_free_frame_buffer(&skinmap);
|
| +}
|
| +#endif
|
|
|