OpenCV/opencv_contrib/modules/sfm/test/test_triangulation.cpp

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#include "test_precomp.hpp"

namespace opencv_test { namespace {

static void
checkTriangulation(int nviews, int npoints, bool is_projective, float err_max2d, float err_max3d)
{
    std::vector<Mat_<double> > points2d;
    std::vector<cv::Matx33d> Rs;
    std::vector<cv::Vec3d> ts;
    std::vector<cv::Matx34d> Ps;
    Matx33d K;
    Mat_<double> points3d;
    generateScene(nviews, npoints, is_projective, K, Rs, ts, Ps, points3d, points2d);

    // get 3d points
    cv::Mat X, X_homogeneous;
    std::vector<Mat_<double> > Ps_d(Ps.size());
    for(size_t i=0; i<Ps.size(); ++i)
        Ps_d[i] = cv::Mat_<double>(Ps[i]);
    triangulatePoints(points2d, Ps_d, X);
    euclideanToHomogeneous(X, X_homogeneous);

    for (int i = 0; i < npoints; ++i)
    {
        for (int k = 0; k < nviews; ++k)
        {
            cv::Mat x_reprojected;
            homogeneousToEuclidean( cv::Mat(Ps[k])*X_homogeneous.col(i), x_reprojected );

            // Check reprojection error. Should be nearly zero.
            double error = cvtest::norm(x_reprojected, points2d[k].col(i), NORM_L2);
            EXPECT_LE(error*error, err_max2d);
        }

        // Check 3d error. Should be nearly zero.
        double error = cvtest::norm(X.col(i), points3d.col(i), NORM_L2);
        EXPECT_LE(error*error, err_max3d);
    }
}


TEST(Sfm_triangulate, TriangulateDLT)
{
    int nviews = 2;
    int npoints = 30;
    bool is_projective = true;

    checkTriangulation(nviews, npoints, is_projective, 1e-7, 1e-9);
}

TEST(Sfm_triangulate, NViewTriangulate_FiveViews)
{
    int nviews = 5;
    int npoints = 6;
    bool is_projective = true;

    checkTriangulation(nviews, npoints, is_projective, 1e-7, 1e-9);
}


}} // namespace