add unit test for smooth motion field

Change-Id: I7441e04190b8a797f3863166e95b3b6c9924ab51

diff --git a/test/non_greedy_mv_test.cc b/test/non_greedy_mv_test.cc
index 21d93e74ca2fa1a217aebe3baaee61e0a3673be0..a4748deeeb9fbd677d78b9b8f46891564bf27b33 100644 (file)
--- a/test/non_greedy_mv_test.cc
+++ b/test/non_greedy_mv_test.cc
@@ -8,9 +8,118 @@
  *  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 "vp9/encoder/vp9_non_greedy_mv.h"
 
 namespace {
-TEST(non_greedy_mv, non_greedy_mv) { printf("Let's test non_greedy_mv"); }
+
+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);
+}
+
+TEST(non_greedy_mv, smooth_mf) {
+  const char *search_mf_file = "non_greedy_mv_test_files/exhaust_32x32.txt";
+  const char *local_var_file = "non_greedy_mv_test_files/localVar_32x32.txt";
+  const char *estimation_file = "non_greedy_mv_test_files/estimation_32x32.txt";
+  const char *ground_truth_file =
+      "non_greedy_mv_test_files/ground_truth_32x32.txt";
+  BLOCK_SIZE bsize = BLOCK_32X32;
+  MV *search_mf = NULL;
+  MV *smooth_mf = NULL;
+  MV *estimation = NULL;
+  MV *ground_truth = NULL;
+  int(*local_var)[MF_LOCAL_STRUCTURE_SIZE] = NULL;
+  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);
+}
 }  // namespace