ref: d55682c2aadbca664727fde886d42d39f7cbb5cd
dir: libvpx/test/non_greedy_mv_test.cc
/*
* Copyright (c) 2019 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 <math.h>
#include "third_party/googletest/src/include/gtest/gtest.h"
#include "vp9/encoder/vp9_non_greedy_mv.h"
#include "./vpx_dsp_rtcd.h"
namespace {
static void read_in_mf(const char *filename, int *rows_ptr, int *cols_ptr,
MV **buffer_ptr) {
FILE *input = fopen(filename, "rb");
int row, col;
int idx;
ASSERT_NE(input, nullptr) << "Cannot open file: " << filename << std::endl;
fscanf(input, "%d,%d\n", rows_ptr, cols_ptr);
*buffer_ptr = (MV *)malloc((*rows_ptr) * (*cols_ptr) * sizeof(MV));
for (idx = 0; idx < (*rows_ptr) * (*cols_ptr); ++idx) {
fscanf(input, "%d,%d;", &row, &col);
(*buffer_ptr)[idx].row = row;
(*buffer_ptr)[idx].col = col;
}
fclose(input);
}
static void read_in_local_var(const char *filename, int *rows_ptr,
int *cols_ptr,
int (**M_ptr)[MF_LOCAL_STRUCTURE_SIZE]) {
FILE *input = fopen(filename, "rb");
int M00, M01, M10, M11;
int idx;
int int_type;
ASSERT_NE(input, nullptr) << "Cannot open file: " << filename << std::endl;
fscanf(input, "%d,%d\n", rows_ptr, cols_ptr);
*M_ptr = (int(*)[MF_LOCAL_STRUCTURE_SIZE])malloc(
(*rows_ptr) * (*cols_ptr) * MF_LOCAL_STRUCTURE_SIZE * sizeof(int_type));
for (idx = 0; idx < (*rows_ptr) * (*cols_ptr); ++idx) {
fscanf(input, "%d,%d,%d,%d;", &M00, &M01, &M10, &M11);
(*M_ptr)[idx][0] = M00;
(*M_ptr)[idx][1] = M01;
(*M_ptr)[idx][2] = M10;
(*M_ptr)[idx][3] = M11;
}
fclose(input);
}
static void compare_mf(const MV *mf1, const MV *mf2, int rows, int cols,
float *mean_ptr, float *std_ptr) {
float float_type;
float *diffs = (float *)malloc(rows * cols * sizeof(float_type));
int idx;
float accu = 0.0f;
for (idx = 0; idx < rows * cols; ++idx) {
MV mv1 = mf1[idx];
MV mv2 = mf2[idx];
float row_diff2 = (float)((mv1.row - mv2.row) * (mv1.row - mv2.row));
float col_diff2 = (float)((mv1.col - mv2.col) * (mv1.col - mv2.col));
diffs[idx] = sqrt(row_diff2 + col_diff2);
accu += diffs[idx];
}
*mean_ptr = accu / rows / cols;
*std_ptr = 0;
for (idx = 0; idx < rows * cols; ++idx) {
*std_ptr += (diffs[idx] - (*mean_ptr)) * (diffs[idx] - (*mean_ptr));
}
*std_ptr = sqrt(*std_ptr / rows / cols);
free(diffs);
}
static void load_frame_info(const char *filename,
YV12_BUFFER_CONFIG *ref_frame_ptr) {
FILE *input = fopen(filename, "rb");
int idx;
uint8_t data_type;
ASSERT_NE(input, nullptr) << "Cannot open file: " << filename << std::endl;
fscanf(input, "%d,%d\n", &(ref_frame_ptr->y_height),
&(ref_frame_ptr->y_width));
ref_frame_ptr->y_buffer = (uint8_t *)malloc(
(ref_frame_ptr->y_width) * (ref_frame_ptr->y_height) * sizeof(data_type));
for (idx = 0; idx < (ref_frame_ptr->y_width) * (ref_frame_ptr->y_height);
++idx) {
int value;
fscanf(input, "%d,", &value);
ref_frame_ptr->y_buffer[idx] = (uint8_t)value;
}
ref_frame_ptr->y_stride = ref_frame_ptr->y_width;
fclose(input);
}
static int compare_local_var(const int (*local_var1)[MF_LOCAL_STRUCTURE_SIZE],
const int (*local_var2)[MF_LOCAL_STRUCTURE_SIZE],
int rows, int cols) {
int diff = 0;
int outter_idx, inner_idx;
for (outter_idx = 0; outter_idx < rows * cols; ++outter_idx) {
for (inner_idx = 0; inner_idx < MF_LOCAL_STRUCTURE_SIZE; ++inner_idx) {
diff += abs(local_var1[outter_idx][inner_idx] -
local_var2[outter_idx][inner_idx]);
}
}
return diff / rows / cols;
}
TEST(non_greedy_mv, smooth_mf) {
const char *search_mf_file = "non_greedy_mv_test_files/exhaust_16x16.txt";
const char *local_var_file = "non_greedy_mv_test_files/localVar_16x16.txt";
const char *estimation_file = "non_greedy_mv_test_files/estimation_16x16.txt";
const char *ground_truth_file =
"non_greedy_mv_test_files/ground_truth_16x16.txt";
BLOCK_SIZE bsize = BLOCK_32X32;
MV *search_mf = nullptr;
MV *smooth_mf = nullptr;
MV *estimation = nullptr;
MV *ground_truth = nullptr;
int(*local_var)[MF_LOCAL_STRUCTURE_SIZE] = nullptr;
int rows = 0, cols = 0;
int alpha = 100, max_iter = 100;
read_in_mf(search_mf_file, &rows, &cols, &search_mf);
read_in_local_var(local_var_file, &rows, &cols, &local_var);
read_in_mf(estimation_file, &rows, &cols, &estimation);
read_in_mf(ground_truth_file, &rows, &cols, &ground_truth);
float sm_mean, sm_std;
float est_mean, est_std;
smooth_mf = (MV *)malloc(rows * cols * sizeof(MV));
vp9_get_smooth_motion_field(search_mf, local_var, rows, cols, bsize, alpha,
max_iter, smooth_mf);
compare_mf(smooth_mf, ground_truth, rows, cols, &sm_mean, &sm_std);
compare_mf(smooth_mf, estimation, rows, cols, &est_mean, &est_std);
EXPECT_LE(sm_mean, 3);
EXPECT_LE(est_mean, 2);
free(search_mf);
free(local_var);
free(estimation);
free(ground_truth);
free(smooth_mf);
}
TEST(non_greedy_mv, local_var) {
const char *ref_frame_file = "non_greedy_mv_test_files/ref_frame_16x16.txt";
const char *cur_frame_file = "non_greedy_mv_test_files/cur_frame_16x16.txt";
const char *gt_local_var_file = "non_greedy_mv_test_files/localVar_16x16.txt";
const char *search_mf_file = "non_greedy_mv_test_files/exhaust_16x16.txt";
BLOCK_SIZE bsize = BLOCK_16X16;
int(*gt_local_var)[MF_LOCAL_STRUCTURE_SIZE] = nullptr;
int(*est_local_var)[MF_LOCAL_STRUCTURE_SIZE] = nullptr;
YV12_BUFFER_CONFIG ref_frame, cur_frame;
int rows, cols;
MV *search_mf;
int int_type;
int local_var_diff;
vp9_variance_fn_ptr_t fn;
load_frame_info(ref_frame_file, &ref_frame);
load_frame_info(cur_frame_file, &cur_frame);
read_in_mf(search_mf_file, &rows, &cols, &search_mf);
fn.sdf = vpx_sad16x16;
est_local_var = (int(*)[MF_LOCAL_STRUCTURE_SIZE])malloc(
rows * cols * MF_LOCAL_STRUCTURE_SIZE * sizeof(int_type));
vp9_get_local_structure(&cur_frame, &ref_frame, search_mf, &fn, rows, cols,
bsize, est_local_var);
read_in_local_var(gt_local_var_file, &rows, &cols, >_local_var);
local_var_diff = compare_local_var(est_local_var, gt_local_var, rows, cols);
EXPECT_LE(local_var_diff, 1);
free(gt_local_var);
free(est_local_var);
free(ref_frame.y_buffer);
}
} // namespace