diff options
Diffstat (limited to 'media/libvpx/libvpx/vpx_dsp/skin_detection.c')
-rw-r--r-- | media/libvpx/libvpx/vpx_dsp/skin_detection.c | 79 |
1 files changed, 79 insertions, 0 deletions
diff --git a/media/libvpx/libvpx/vpx_dsp/skin_detection.c b/media/libvpx/libvpx/vpx_dsp/skin_detection.c new file mode 100644 index 0000000000..bbbb6c3a17 --- /dev/null +++ b/media/libvpx/libvpx/vpx_dsp/skin_detection.c @@ -0,0 +1,79 @@ +/* + * Copyright (c) 2017 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 "vpx_dsp/skin_detection.h" + +#define MODEL_MODE 1 + +// Fixed-point skin color model parameters. +static const int skin_mean[5][2] = { { 7463, 9614 }, + { 6400, 10240 }, + { 7040, 10240 }, + { 8320, 9280 }, + { 6800, 9614 } }; +static const int skin_inv_cov[4] = { 4107, 1663, 1663, 2157 }; // q16 +static const int skin_threshold[6] = { 1570636, 1400000, 800000, + 800000, 800000, 800000 }; // q18 +// Thresholds on luminance. +static const int y_low = 40; +static const int y_high = 220; + +// Evaluates the Mahalanobis distance measure for the input CbCr values. +static int vpx_evaluate_skin_color_difference(const int cb, const int cr, + const int idx) { + const int cb_q6 = cb << 6; + const int cr_q6 = cr << 6; + const int cb_diff_q12 = + (cb_q6 - skin_mean[idx][0]) * (cb_q6 - skin_mean[idx][0]); + const int cbcr_diff_q12 = + (cb_q6 - skin_mean[idx][0]) * (cr_q6 - skin_mean[idx][1]); + const int cr_diff_q12 = + (cr_q6 - skin_mean[idx][1]) * (cr_q6 - skin_mean[idx][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; +} + +// Checks if the input yCbCr values corresponds to skin color. +int vpx_skin_pixel(const int y, const int cb, const int cr, int motion) { + if (y < y_low || y > y_high) { + return 0; + } else if (MODEL_MODE == 0) { + return (vpx_evaluate_skin_color_difference(cb, cr, 0) < skin_threshold[0]); + } else { + int i = 0; + // Exit on grey. + if (cb == 128 && cr == 128) return 0; + // Exit on very strong cb. + if (cb > 150 && cr < 110) return 0; + for (; i < 5; ++i) { + int skin_color_diff = vpx_evaluate_skin_color_difference(cb, cr, i); + if (skin_color_diff < skin_threshold[i + 1]) { + if (y < 60 && skin_color_diff > 3 * (skin_threshold[i + 1] >> 2)) { + return 0; + } else if (motion == 0 && + skin_color_diff > (skin_threshold[i + 1] >> 1)) { + return 0; + } else { + return 1; + } + } + // Exit if difference is much large than the threshold. + if (skin_color_diff > (skin_threshold[i + 1] << 3)) { + return 0; + } + } + return 0; + } +} |