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-rw-r--r--media/libaom/src/av1/encoder/palette.c154
1 files changed, 154 insertions, 0 deletions
diff --git a/media/libaom/src/av1/encoder/palette.c b/media/libaom/src/av1/encoder/palette.c
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+/*
+ * Copyright (c) 2016, Alliance for Open Media. All rights reserved
+ *
+ * This source code is subject to the terms of the BSD 2 Clause License and
+ * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License
+ * was not distributed with this source code in the LICENSE file, you can
+ * obtain it at www.aomedia.org/license/software. If the Alliance for Open
+ * Media Patent License 1.0 was not distributed with this source code in the
+ * PATENTS file, you can obtain it at www.aomedia.org/license/patent.
+ */
+
+#include <math.h>
+#include <stdlib.h>
+
+#include "av1/encoder/cost.h"
+#include "av1/encoder/palette.h"
+#include "av1/encoder/random.h"
+
+#define AV1_K_MEANS_DIM 1
+#include "av1/encoder/k_means_template.h"
+#undef AV1_K_MEANS_DIM
+#define AV1_K_MEANS_DIM 2
+#include "av1/encoder/k_means_template.h"
+#undef AV1_K_MEANS_DIM
+
+static int int_comparer(const void *a, const void *b) {
+ return (*(int *)a - *(int *)b);
+}
+
+int av1_remove_duplicates(int *centroids, int num_centroids) {
+ int num_unique; // number of unique centroids
+ int i;
+ qsort(centroids, num_centroids, sizeof(*centroids), int_comparer);
+ // Remove duplicates.
+ num_unique = 1;
+ for (i = 1; i < num_centroids; ++i) {
+ if (centroids[i] != centroids[i - 1]) { // found a new unique centroid
+ centroids[num_unique++] = centroids[i];
+ }
+ }
+ return num_unique;
+}
+
+static int delta_encode_cost(const int *colors, int num, int bit_depth,
+ int min_val) {
+ if (num <= 0) return 0;
+ int bits_cost = bit_depth;
+ if (num == 1) return bits_cost;
+ bits_cost += 2;
+ int max_delta = 0;
+ int deltas[PALETTE_MAX_SIZE];
+ const int min_bits = bit_depth - 3;
+ for (int i = 1; i < num; ++i) {
+ const int delta = colors[i] - colors[i - 1];
+ deltas[i - 1] = delta;
+ assert(delta >= min_val);
+ if (delta > max_delta) max_delta = delta;
+ }
+ int bits_per_delta = AOMMAX(av1_ceil_log2(max_delta + 1 - min_val), min_bits);
+ assert(bits_per_delta <= bit_depth);
+ int range = (1 << bit_depth) - colors[0] - min_val;
+ for (int i = 0; i < num - 1; ++i) {
+ bits_cost += bits_per_delta;
+ range -= deltas[i];
+ bits_per_delta = AOMMIN(bits_per_delta, av1_ceil_log2(range));
+ }
+ return bits_cost;
+}
+
+int av1_index_color_cache(const uint16_t *color_cache, int n_cache,
+ const uint16_t *colors, int n_colors,
+ uint8_t *cache_color_found, int *out_cache_colors) {
+ if (n_cache <= 0) {
+ for (int i = 0; i < n_colors; ++i) out_cache_colors[i] = colors[i];
+ return n_colors;
+ }
+ memset(cache_color_found, 0, n_cache * sizeof(*cache_color_found));
+ int n_in_cache = 0;
+ int in_cache_flags[PALETTE_MAX_SIZE];
+ memset(in_cache_flags, 0, sizeof(in_cache_flags));
+ for (int i = 0; i < n_cache && n_in_cache < n_colors; ++i) {
+ for (int j = 0; j < n_colors; ++j) {
+ if (colors[j] == color_cache[i]) {
+ in_cache_flags[j] = 1;
+ cache_color_found[i] = 1;
+ ++n_in_cache;
+ break;
+ }
+ }
+ }
+ int j = 0;
+ for (int i = 0; i < n_colors; ++i)
+ if (!in_cache_flags[i]) out_cache_colors[j++] = colors[i];
+ assert(j == n_colors - n_in_cache);
+ return j;
+}
+
+int av1_get_palette_delta_bits_v(const PALETTE_MODE_INFO *const pmi,
+ int bit_depth, int *zero_count,
+ int *min_bits) {
+ const int n = pmi->palette_size[1];
+ const int max_val = 1 << bit_depth;
+ int max_d = 0;
+ *min_bits = bit_depth - 4;
+ *zero_count = 0;
+ for (int i = 1; i < n; ++i) {
+ const int delta = pmi->palette_colors[2 * PALETTE_MAX_SIZE + i] -
+ pmi->palette_colors[2 * PALETTE_MAX_SIZE + i - 1];
+ const int v = abs(delta);
+ const int d = AOMMIN(v, max_val - v);
+ if (d > max_d) max_d = d;
+ if (d == 0) ++(*zero_count);
+ }
+ return AOMMAX(av1_ceil_log2(max_d + 1), *min_bits);
+}
+
+int av1_palette_color_cost_y(const PALETTE_MODE_INFO *const pmi,
+ uint16_t *color_cache, int n_cache,
+ int bit_depth) {
+ const int n = pmi->palette_size[0];
+ int out_cache_colors[PALETTE_MAX_SIZE];
+ uint8_t cache_color_found[2 * PALETTE_MAX_SIZE];
+ const int n_out_cache =
+ av1_index_color_cache(color_cache, n_cache, pmi->palette_colors, n,
+ cache_color_found, out_cache_colors);
+ const int total_bits =
+ n_cache + delta_encode_cost(out_cache_colors, n_out_cache, bit_depth, 1);
+ return av1_cost_literal(total_bits);
+}
+
+int av1_palette_color_cost_uv(const PALETTE_MODE_INFO *const pmi,
+ uint16_t *color_cache, int n_cache,
+ int bit_depth) {
+ const int n = pmi->palette_size[1];
+ int total_bits = 0;
+ // U channel palette color cost.
+ int out_cache_colors[PALETTE_MAX_SIZE];
+ uint8_t cache_color_found[2 * PALETTE_MAX_SIZE];
+ const int n_out_cache = av1_index_color_cache(
+ color_cache, n_cache, pmi->palette_colors + PALETTE_MAX_SIZE, n,
+ cache_color_found, out_cache_colors);
+ total_bits +=
+ n_cache + delta_encode_cost(out_cache_colors, n_out_cache, bit_depth, 0);
+
+ // V channel palette color cost.
+ int zero_count = 0, min_bits_v = 0;
+ const int bits_v =
+ av1_get_palette_delta_bits_v(pmi, bit_depth, &zero_count, &min_bits_v);
+ const int bits_using_delta =
+ 2 + bit_depth + (bits_v + 1) * (n - 1) - zero_count;
+ const int bits_using_raw = bit_depth * n;
+ total_bits += 1 + AOMMIN(bits_using_delta, bits_using_raw);
+ return av1_cost_literal(total_bits);
+}