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diff --git a/media/libaom/src/test/edge_detect_test.cc b/media/libaom/src/test/edge_detect_test.cc
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+/*
+ * Copyright (c) 2018, 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 <stdbool.h>
+#include <memory>
+#include <tuple>
+#include "aom_mem/aom_mem.h"
+#include "av1/encoder/rdopt.h"
+#include "test/util.h"
+#include "third_party/googletest/src/googletest/include/gtest/gtest.h"
+
+namespace {
+
+using std::get;
+using std::tuple;
+
+static int get_pix(uint8_t *buf, int i, bool high_bd) {
+ if (high_bd) {
+ return *CONVERT_TO_SHORTPTR(buf + i);
+ } else {
+ return buf[i];
+ }
+}
+
+/** Get the (i, j) value from the input; if i or j is outside of the width
+ * or height, the nearest pixel value is returned.
+ */
+static int get_nearest_pix(const int *buf, int w, int h, int i, int j) {
+ int offset = AOMMAX(AOMMIN(i, w - 1), 0) + w * AOMMAX(AOMMIN(j, h - 1), 0);
+ return buf[offset];
+}
+
+/** Given the image data, creates a new image with padded values, so an
+ * 8-tap filter can be convolved. The padded value is the same as the closest
+ * value in the image. Returns a pointer to the start of the image in the
+ * padded data. Must be freed with free_pad_8tap. The output will be either
+ * 8-bit or 16-bit, depending on the high bit-depth (high_bd) field.
+ */
+static uint8_t *pad_8tap_convolve(const int *data, int w, int h, bool high_bd) {
+ // SIMD optimizations require the width to be a multiple of 8 and the height
+ // to be multiples of 4.
+ assert(w % 8 == 0);
+ assert(h % 4 == 0);
+ // For an 8-tap filter, we need to pad with 3 lines on top and on the left,
+ // and 4 lines on the right and bottom, for 7 extra lines.
+ const int pad_w = w + 7;
+ const int pad_h = h + 7;
+
+ uint8_t *dst;
+ if (high_bd) {
+ dst =
+ CONVERT_TO_BYTEPTR(aom_memalign(32, sizeof(uint16_t) * pad_w * pad_h));
+ } else {
+ dst = (uint8_t *)aom_memalign(32, sizeof(uint8_t) * pad_w * pad_h);
+ }
+ if (dst == nullptr) {
+ EXPECT_NE(dst, nullptr);
+ return nullptr;
+ }
+
+ for (int j = 0; j < pad_h; ++j) {
+ for (int i = 0; i < pad_w; ++i) {
+ const int v = get_nearest_pix(data, w, h, i - 3, j - 3);
+ if (high_bd) {
+ *CONVERT_TO_SHORTPTR(dst + i + j * pad_w) = v;
+ } else {
+ dst[i + j * pad_w] = static_cast<uint8_t>(v);
+ }
+ }
+ }
+ return dst + (w + 7) * 3 + 3;
+}
+
+static int stride_8tap(int width) { return width + 7; }
+
+static void free_pad_8tap(uint8_t *padded, int width, bool high_bd) {
+ if (high_bd) {
+ aom_free(CONVERT_TO_SHORTPTR(padded - (width + 7) * 3 - 3));
+ } else {
+ aom_free(padded - (width + 7) * 3 - 3);
+ }
+}
+
+struct Pad8TapConvolveDeleter {
+ Pad8TapConvolveDeleter(const int width, const bool high_bd)
+ : width(width), high_bd(high_bd) {}
+ void operator()(uint8_t *p) {
+ if (p != nullptr) {
+ free_pad_8tap(p, width, high_bd);
+ }
+ }
+ const int width;
+ const bool high_bd;
+};
+
+static uint8_t *malloc_bd(int num_entries, bool high_bd) {
+ const int bytes_per_entry = high_bd ? sizeof(uint16_t) : sizeof(uint8_t);
+
+ uint8_t *buf = (uint8_t *)aom_memalign(32, bytes_per_entry * num_entries);
+ if (high_bd) {
+ return CONVERT_TO_BYTEPTR(buf);
+ } else {
+ return buf;
+ }
+}
+
+static void free_bd(uint8_t *p, bool high_bd) {
+ if (high_bd) {
+ aom_free(CONVERT_TO_SHORTPTR(p));
+ } else {
+ aom_free(p);
+ }
+}
+
+struct MallocBdDeleter {
+ explicit MallocBdDeleter(const bool high_bd) : high_bd(high_bd) {}
+ void operator()(uint8_t *p) { free_bd(p, high_bd); }
+ const bool high_bd;
+};
+
+class EdgeDetectBrightnessTest :
+ // Parameters are (brightness, width, height, high bit depth representation,
+ // bit depth).
+ public ::testing::TestWithParam<tuple<int, int, int, bool, int> > {
+ protected:
+ void SetUp() override {
+ // Allocate a (width by height) array of luma values in orig_.
+ // padded_ will be filled by the pad() call, which adds a border around
+ // the orig_. The output_ array has enough space for the computation.
+ const int brightness = GET_PARAM(0);
+ const int width = GET_PARAM(1);
+ const int height = GET_PARAM(2);
+ const bool high_bd = GET_PARAM(3);
+
+ // Create the padded image of uniform brightness.
+ std::unique_ptr<int[]> orig(new int[width * height]);
+ ASSERT_NE(orig, nullptr);
+ for (int i = 0; i < width * height; ++i) {
+ orig[i] = brightness;
+ }
+ input_ = pad_8tap_convolve(orig.get(), width, height, high_bd);
+ ASSERT_NE(input_, nullptr);
+ output_ = malloc_bd(width * height, high_bd);
+ ASSERT_NE(output_, nullptr);
+ }
+
+ void TearDown() override {
+ const int width = GET_PARAM(1);
+ const bool high_bd = GET_PARAM(3);
+ free_pad_8tap(input_, width, high_bd);
+ free_bd(output_, high_bd);
+ }
+
+ // Skip the tests where brightness exceeds the bit-depth; we run into this
+ // issue because of gtest's limitation on valid combinations of test
+ // parameters. Also skip the tests where bit depth is greater than 8, but
+ // high bit depth representation is not set.
+ bool should_skip() const {
+ const int brightness = GET_PARAM(0);
+ const int bd = GET_PARAM(4);
+ if (brightness >= (1 << bd)) {
+ return true;
+ }
+ const bool high_bd = GET_PARAM(3);
+ if (bd > 8 && !high_bd) {
+ return true;
+ }
+ return false;
+ }
+
+ uint8_t *input_;
+ uint8_t *output_;
+};
+
+TEST_P(EdgeDetectBrightnessTest, BlurUniformBrightness) {
+ // Some combination of parameters are non-sensical, due to limitations
+ // of the testing framework. Ignore these.
+ if (should_skip()) {
+ return;
+ }
+
+ // For varying levels of brightness, the algorithm should
+ // produce the same output.
+ const int brightness = GET_PARAM(0);
+ const int width = GET_PARAM(1);
+ const int height = GET_PARAM(2);
+ const bool high_bd = GET_PARAM(3);
+ const int bd = GET_PARAM(4);
+
+ av1_gaussian_blur(input_, stride_8tap(width), width, height, output_, high_bd,
+ bd);
+ for (int i = 0; i < width * height; ++i) {
+ ASSERT_EQ(brightness, get_pix(output_, i, high_bd));
+ }
+}
+
+// No edges on a uniformly bright image.
+TEST_P(EdgeDetectBrightnessTest, DetectUniformBrightness) {
+ if (should_skip()) {
+ return;
+ }
+ const int width = GET_PARAM(1);
+ const int height = GET_PARAM(2);
+ const bool high_bd = GET_PARAM(3);
+ const int bd = GET_PARAM(4);
+
+ ASSERT_EQ(
+ 0, av1_edge_exists(input_, stride_8tap(width), width, height, high_bd, bd)
+ .magnitude);
+}
+
+#if CONFIG_AV1_HIGHBITDEPTH
+INSTANTIATE_TEST_SUITE_P(ImageBrightnessTests, EdgeDetectBrightnessTest,
+ ::testing::Combine(
+ // Brightness
+ ::testing::Values(0, 1, 2, 127, 128, 129, 254, 255,
+ 256, 511, 512, 1023, 1024, 2048,
+ 4095),
+ // Width
+ ::testing::Values(8, 16, 32),
+ // Height
+ ::testing::Values(4, 8, 12, 32),
+ // High bit depth representation
+ ::testing::Bool(),
+ // Bit depth
+ ::testing::Values(8, 10, 12)));
+#else
+INSTANTIATE_TEST_SUITE_P(ImageBrightnessTests, EdgeDetectBrightnessTest,
+ ::testing::Combine(
+ // Brightness
+ ::testing::Values(0, 1, 2, 127, 128, 129, 254, 255,
+ 256, 511, 512, 1023, 1024, 2048,
+ 4095),
+ // Width
+ ::testing::Values(8, 16, 32),
+ // Height
+ ::testing::Values(4, 8, 12, 32),
+ // High bit depth representation
+ ::testing::Values(false),
+ // Bit depth
+ ::testing::Values(8)));
+#endif
+
+class EdgeDetectImageTest :
+ // Parameters are (width, height, high bit depth representation, bit depth).
+ public ::testing::TestWithParam<tuple<int, int, bool, int> > {
+ protected:
+ // Skip the tests where bit depth is greater than 8, but high bit depth
+ // representation is not set (limitation of testing framework).
+ bool should_skip() const {
+ const bool high_bd = GET_PARAM(2);
+ const int bd = GET_PARAM(3);
+ return bd > 8 && !high_bd;
+ }
+};
+
+// Generate images with black on one side and white on the other.
+TEST_P(EdgeDetectImageTest, BlackWhite) {
+ // Some combination of parameters are non-sensical, due to limitations
+ // of the testing framework. Ignore these.
+ if (should_skip()) {
+ return;
+ }
+
+ const int width = GET_PARAM(0);
+ const int height = GET_PARAM(1);
+ const bool high_bd = GET_PARAM(2);
+ const int bd = GET_PARAM(3);
+
+ const int white = (1 << bd) - 1;
+ std::unique_ptr<int[]> orig(new int[width * height]);
+ for (int j = 0; j < height; ++j) {
+ for (int i = 0; i < width; ++i) {
+ if (i < width / 2) {
+ orig[i + j * width] = 0;
+ } else {
+ orig[i + j * width] = white;
+ }
+ }
+ }
+
+ std::unique_ptr<uint8_t[], Pad8TapConvolveDeleter> padded(
+ pad_8tap_convolve(orig.get(), width, height, high_bd),
+ Pad8TapConvolveDeleter(width, high_bd));
+ ASSERT_NE(padded, nullptr);
+ // Value should be between 556 and 560.
+ ASSERT_LE(556, av1_edge_exists(padded.get(), stride_8tap(width), width,
+ height, high_bd, bd)
+ .magnitude);
+ ASSERT_GE(560, av1_edge_exists(padded.get(), stride_8tap(width), width,
+ height, high_bd, bd)
+ .magnitude);
+}
+
+// Hardcoded blur tests.
+static const int luma[32] = { 241, 147, 7, 90, 184, 103, 28, 186,
+ 2, 248, 49, 242, 114, 146, 127, 22,
+ 121, 228, 167, 108, 158, 174, 41, 168,
+ 214, 99, 184, 109, 114, 247, 117, 119 };
+static const uint8_t expected[] = { 161, 138, 119, 118, 123, 118, 113, 122,
+ 143, 140, 134, 133, 134, 126, 116, 114,
+ 147, 149, 145, 142, 143, 138, 126, 118,
+ 164, 156, 148, 144, 148, 148, 138, 126 };
+
+static void hardcoded_blur_test_aux(const bool high_bd) {
+ const int w = 8;
+ const int h = 4;
+ for (int bd = 8; bd <= 12; bd += 2) {
+ // Skip the tests where bit depth is greater than 8, but high bit depth
+ // representation is not set.
+ if (bd > 8 && !high_bd) {
+ break;
+ }
+ std::unique_ptr<uint8_t[], MallocBdDeleter> output(
+ malloc_bd(w * h, high_bd), MallocBdDeleter(high_bd));
+ ASSERT_NE(output, nullptr);
+ std::unique_ptr<uint8_t[], Pad8TapConvolveDeleter> padded(
+ pad_8tap_convolve(luma, w, h, high_bd),
+ Pad8TapConvolveDeleter(w, high_bd));
+ ASSERT_NE(padded, nullptr);
+ av1_gaussian_blur(padded.get(), stride_8tap(w), w, h, output.get(), high_bd,
+ bd);
+ for (int i = 0; i < w * h; ++i) {
+ ASSERT_EQ(expected[i], get_pix(output.get(), i, high_bd));
+ }
+
+ // If we multiply the inputs by a constant factor, the output should not
+ // vary more than 0.5 * factor.
+ for (int c = 2; c < (1 << (bd - 8)); ++c) {
+ int scaled_luma[32];
+ for (int i = 0; i < 32; ++i) {
+ scaled_luma[i] = luma[i] * c;
+ }
+ padded.reset(pad_8tap_convolve(scaled_luma, w, h, high_bd));
+ ASSERT_NE(padded, nullptr);
+ av1_gaussian_blur(padded.get(), stride_8tap(w), w, h, output.get(),
+ high_bd, bd);
+ for (int i = 0; i < w * h; ++i) {
+ ASSERT_GE(c / 2,
+ abs(expected[i] * c - get_pix(output.get(), i, high_bd)));
+ }
+ }
+ }
+}
+
+TEST(EdgeDetectImageTest, HardcodedBlurTest) {
+ hardcoded_blur_test_aux(false);
+#if CONFIG_AV1_HIGHBITDEPTH
+ hardcoded_blur_test_aux(true);
+#endif
+}
+
+TEST(EdgeDetectImageTest, SobelTest) {
+ // Randomly generated 3x3. Compute Sobel for middle value.
+ const uint8_t buf[9] = { 241, 147, 7, 90, 184, 103, 28, 186, 2 };
+ const int stride = 3;
+ bool high_bd = false;
+ sobel_xy result = av1_sobel(buf, stride, 1, 1, high_bd);
+ ASSERT_EQ(234, result.x);
+ ASSERT_EQ(140, result.y);
+
+#if CONFIG_AV1_HIGHBITDEPTH
+ // Verify it works for 8-bit values in a high bit-depth buffer.
+ const uint16_t buf8_16[9] = { 241, 147, 7, 90, 184, 103, 28, 186, 2 };
+ high_bd = true;
+ result = av1_sobel(CONVERT_TO_BYTEPTR(buf8_16), stride, 1, 1, high_bd);
+ ASSERT_EQ(234, result.x);
+ ASSERT_EQ(140, result.y);
+
+ // Verify it works for high bit-depth values as well.
+ const uint16_t buf16[9] = { 241, 147, 7, 90, 184, 2003, 1028, 186, 2 };
+ result = av1_sobel(CONVERT_TO_BYTEPTR(buf16), stride, 1, 1, high_bd);
+ ASSERT_EQ(-2566, result.x);
+ ASSERT_EQ(-860, result.y);
+#endif
+}
+
+#if CONFIG_AV1_HIGHBITDEPTH
+INSTANTIATE_TEST_SUITE_P(EdgeDetectImages, EdgeDetectImageTest,
+ ::testing::Combine(
+ // Width
+ ::testing::Values(8, 16, 32),
+ // Height
+ ::testing::Values(4, 8, 12, 32),
+ // High bit depth representation
+ ::testing::Bool(),
+ // Bit depth
+ ::testing::Values(8, 10, 12)));
+#else
+INSTANTIATE_TEST_SUITE_P(EdgeDetectImages, EdgeDetectImageTest,
+ ::testing::Combine(
+ // Width
+ ::testing::Values(8, 16, 32),
+ // Height
+ ::testing::Values(4, 8, 12, 32),
+ // High bit depth representation
+ ::testing::Values(false),
+ // Bit depth
+ ::testing::Values(8)));
+#endif
+} // namespace