affine_transform_test.cc

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// Copyright (c) 2018, ETH Zurich and UNC Chapel Hill.
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// Author: Johannes L. Schoenberger (jsch-at-demuc-dot-de)
 
#define TEST_NAME "estimators/affine_transform"
#include "util/testing.h"
 
#include "estimators/affine_transform.h"
 
using namespace colmap;
 
BOOST_AUTO_TEST_CASE(TestAffineTransform) {
  for (double x = 0; x < 1; x += 0.1) {
    Eigen::Matrix<double, 2, 3> A;
    A << x, 0.2, 0.3, 30, 0.2, 0.1;
 
    std::vector<Eigen::Vector2d> src;
    src.emplace_back(x, 0);
    src.emplace_back(1, 0);
    src.emplace_back(2, 1);
 
    std::vector<Eigen::Vector2d> dst;
    for (size_t i = 0; i < 3; ++i) {
      dst.push_back(A * src[i].homogeneous());
    }
 
    AffineTransformEstimator estimator;
    const auto models = estimator.Estimate(src, dst);
 
    BOOST_CHECK_EQUAL(models.size(), 1);
 
    std::vector<double> residuals;
    estimator.Residuals(src, dst, models[0], &residuals);
 
    BOOST_CHECK_EQUAL(residuals.size(), 3);
 
    for (size_t i = 0; i < 3; ++i) {
      BOOST_CHECK_LT(residuals[i], 1e-6);
    }
  }
}