/* * Copyright (c) 2015 The WebRTC 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 #include #include "webrtc/modules/video_processing/util/skin_detection.h" namespace webrtc { // 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 EvaluateSkinColorDifference(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; } bool MbHasSkinColor(const uint8_t* y_src, const uint8_t* u_src, const uint8_t* v_src, const int stride_y, const int stride_u, const int stride_v, const int mb_row, const int mb_col) { const uint8_t* y = y_src + ((mb_row << 4) + 8) * stride_y + (mb_col << 4) + 8; const uint8_t* u = u_src + ((mb_row << 3) + 4) * stride_u + (mb_col << 3) + 4; const uint8_t* v = v_src + ((mb_row << 3) + 4) * stride_v + (mb_col << 3) + 4; // Use 2x2 average of center pixel to compute skin area. uint8_t y_avg = (*y + *(y + 1) + *(y + stride_y) + *(y + stride_y + 1)) >> 2; uint8_t u_avg = (*u + *(u + 1) + *(u + stride_u) + *(u + stride_u + 1)) >> 2; uint8_t v_avg = (*v + *(v + 1) + *(v + stride_v) + *(v + stride_v + 1)) >> 2; // Ignore MB with too high or low brightness. if (y_avg < y_low || y_avg > y_high) return false; else return (EvaluateSkinColorDifference(u_avg, v_avg) < skin_threshold); } } // namespace webrtc