1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
|
/*
* Copyright (c) 2018 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 "rtc_tools/frame_analyzer/video_color_aligner.h"
#include <stdint.h>
#include "api/video/i420_buffer.h"
#include "rtc_tools/frame_analyzer/video_quality_analysis.h"
#include "rtc_tools/video_file_reader.h"
#include "test/gtest.h"
#include "test/testsupport/file_utils.h"
namespace webrtc {
namespace test {
namespace {
const ColorTransformationMatrix kIdentityColorMatrix = {
{{1, 0, 0, 0}, {0, 1, 0, 0}, {0, 0, 1, 0}}};
void ExpectNear(const ColorTransformationMatrix& expected,
const ColorTransformationMatrix& actual) {
// The scaling factor on y/u/v should be pretty precise.
for (int i = 0; i < 3; ++i) {
for (int j = 0; j < 3; ++j)
EXPECT_NEAR(expected[i][j], actual[i][j], /* abs_error= */ 1.0e-3)
<< "at element i: " << i << ", j: " << j;
}
// The offset can be less precise since the range is [0, 255].
for (int i = 0; i < 3; ++i)
EXPECT_NEAR(expected[i][3], actual[i][3], /* abs_error= */ 0.1)
<< "at element i: " << i;
}
} // namespace
class VideoColorAlignerTest : public ::testing::Test {
protected:
void SetUp() {
reference_video_ =
OpenYuvFile(ResourcePath("foreman_128x96", "yuv"), 128, 96);
ASSERT_TRUE(reference_video_);
}
rtc::scoped_refptr<Video> reference_video_;
};
TEST_F(VideoColorAlignerTest, AdjustColorsFrameIdentity) {
const rtc::scoped_refptr<I420BufferInterface> test_frame =
reference_video_->GetFrame(0);
// Assume perfect match, i.e. ssim == 1.
EXPECT_EQ(1.0,
Ssim(test_frame, AdjustColors(kIdentityColorMatrix, test_frame)));
}
TEST_F(VideoColorAlignerTest, AdjustColorsFrame1x1) {
const ColorTransformationMatrix color_matrix = {
{{1, 2, 3, 4}, {5, 6, 7, 8}, {9, 10, 11, 12}}};
const uint8_t data_y[] = {2};
const uint8_t data_u[] = {6};
const uint8_t data_v[] = {7};
const rtc::scoped_refptr<I420BufferInterface> i420_buffer = I420Buffer::Copy(
/* width= */ 1, /* height= */ 1, data_y, /* stride_y= */ 1, data_u,
/* stride_u= */ 1, data_v, /* stride_v= */ 1);
const rtc::scoped_refptr<I420BufferInterface> adjusted_buffer =
AdjustColors(color_matrix, i420_buffer);
EXPECT_EQ(2 * 1 + 6 * 2 + 7 * 3 + 4, adjusted_buffer->DataY()[0]);
EXPECT_EQ(2 * 5 + 6 * 6 + 7 * 7 + 8, adjusted_buffer->DataU()[0]);
EXPECT_EQ(2 * 9 + 6 * 10 + 7 * 11 + 12, adjusted_buffer->DataV()[0]);
}
TEST_F(VideoColorAlignerTest, AdjustColorsFrame1x1Negative) {
const ColorTransformationMatrix color_matrix = {
{{-1, 0, 0, 255}, {0, -1, 0, 255}, {0, 0, -1, 255}}};
const uint8_t data_y[] = {2};
const uint8_t data_u[] = {6};
const uint8_t data_v[] = {7};
const rtc::scoped_refptr<I420BufferInterface> i420_buffer = I420Buffer::Copy(
/* width= */ 1, /* height= */ 1, data_y, /* stride_y= */ 1, data_u,
/* stride_u= */ 1, data_v, /* stride_v= */ 1);
const rtc::scoped_refptr<I420BufferInterface> adjusted_buffer =
AdjustColors(color_matrix, i420_buffer);
EXPECT_EQ(255 - 2, adjusted_buffer->DataY()[0]);
EXPECT_EQ(255 - 6, adjusted_buffer->DataU()[0]);
EXPECT_EQ(255 - 7, adjusted_buffer->DataV()[0]);
}
TEST_F(VideoColorAlignerTest, AdjustColorsFrame2x2) {
const ColorTransformationMatrix color_matrix = {
{{1, 2, 3, 4}, {5, 6, 7, 8}, {9, 10, 11, 12}}};
const uint8_t data_y[] = {0, 1, 3, 4};
const uint8_t data_u[] = {6};
const uint8_t data_v[] = {7};
const rtc::scoped_refptr<I420BufferInterface> i420_buffer = I420Buffer::Copy(
/* width= */ 2, /* height= */ 2, data_y, /* stride_y= */ 2, data_u,
/* stride_u= */ 1, data_v, /* stride_v= */ 1);
const rtc::scoped_refptr<I420BufferInterface> adjusted_buffer =
AdjustColors(color_matrix, i420_buffer);
EXPECT_EQ(0 * 1 + 6 * 2 + 7 * 3 + 4, adjusted_buffer->DataY()[0]);
EXPECT_EQ(1 * 1 + 6 * 2 + 7 * 3 + 4, adjusted_buffer->DataY()[1]);
EXPECT_EQ(3 * 1 + 6 * 2 + 7 * 3 + 4, adjusted_buffer->DataY()[2]);
EXPECT_EQ(4 * 1 + 6 * 2 + 7 * 3 + 4, adjusted_buffer->DataY()[3]);
EXPECT_EQ(2 * 5 + 6 * 6 + 7 * 7 + 8, adjusted_buffer->DataU()[0]);
EXPECT_EQ(2 * 9 + 6 * 10 + 7 * 11 + 12, adjusted_buffer->DataV()[0]);
}
TEST_F(VideoColorAlignerTest, CalculateColorTransformationMatrixIdentity) {
EXPECT_EQ(kIdentityColorMatrix, CalculateColorTransformationMatrix(
reference_video_, reference_video_));
}
TEST_F(VideoColorAlignerTest, CalculateColorTransformationMatrixOffset) {
const uint8_t small_data_y[] = {0, 1, 2, 3, 4, 5, 6, 7,
8, 9, 10, 11, 12, 13, 14, 15};
const uint8_t small_data_u[] = {15, 13, 17, 29};
const uint8_t small_data_v[] = {3, 200, 170, 29};
const rtc::scoped_refptr<I420BufferInterface> small_i420_buffer =
I420Buffer::Copy(
/* width= */ 4, /* height= */ 4, small_data_y, /* stride_y= */ 4,
small_data_u, /* stride_u= */ 2, small_data_v, /* stride_v= */ 2);
uint8_t big_data_y[16];
uint8_t big_data_u[4];
uint8_t big_data_v[4];
// Create another I420 frame where all values are 10 bigger.
for (int i = 0; i < 16; ++i)
big_data_y[i] = small_data_y[i] + 10;
for (int i = 0; i < 4; ++i)
big_data_u[i] = small_data_u[i] + 10;
for (int i = 0; i < 4; ++i)
big_data_v[i] = small_data_v[i] + 10;
const rtc::scoped_refptr<I420BufferInterface> big_i420_buffer =
I420Buffer::Copy(
/* width= */ 4, /* height= */ 4, big_data_y, /* stride_y= */ 4,
big_data_u, /* stride_u= */ 2, big_data_v, /* stride_v= */ 2);
const ColorTransformationMatrix color_matrix =
CalculateColorTransformationMatrix(big_i420_buffer, small_i420_buffer);
ExpectNear({{{1, 0, 0, 10}, {0, 1, 0, 10}, {0, 0, 1, 10}}}, color_matrix);
}
TEST_F(VideoColorAlignerTest, CalculateColorTransformationMatrix) {
// Arbitrary color transformation matrix.
const ColorTransformationMatrix org_color_matrix = {
{{0.8, 0.05, 0.04, -4}, {-0.2, 0.7, 0.1, 10}, {0.1, 0.2, 0.4, 20}}};
const ColorTransformationMatrix result_color_matrix =
CalculateColorTransformationMatrix(
AdjustColors(org_color_matrix, reference_video_), reference_video_);
ExpectNear(org_color_matrix, result_color_matrix);
}
} // namespace test
} // namespace webrtc
|
