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 |