opencv/modules/calib3d/test/test_homography_decomp.cpp

/*M///////////////////////////////////////////////////////////////////////////////////////
 //
 // This is a test file for the function decomposeHomography contributed to OpenCV
 // by Samson Yilma.
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 //                           License Agreement
 //                For Open Source Computer Vision Library
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 // Copyright (C) 2014, Samson Yilma¸ (samson_yilma@yahoo.com), all rights reserved.
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#include "test_precomp.hpp"
#include "opencv2/calib3d.hpp"
#include <vector>

using namespace cv;
using namespace std;

class CV_HomographyDecompTest: public cvtest::BaseTest {

public:
    CV_HomographyDecompTest()
    {
        buildTestDataSet();
    }

protected:
    void run(int)
    {
        vector<Mat> rotations;
        vector<Mat> translations;
        vector<Mat> normals;

        decomposeHomographyMat(_H, _K, rotations, translations, normals);

        //there should be at least 1 solution
        ASSERT_GT(rotations.size(), 0);
        ASSERT_GT(translations.size(), 0);
        ASSERT_GT(normals.size(), 0);

        ASSERT_EQ(rotations.size(), normals.size());
        ASSERT_EQ(translations.size(), normals.size());

        ASSERT_TRUE(containsValidMotion(rotations, translations, normals));

        decomposeHomographyMat(_H, _K, rotations, noArray(), noArray());
        ASSERT_GT(rotations.size(), 0);
    }

private:

    void buildTestDataSet()
    {
        _K = Matx33d(640, 0.0,  320,
                      0,    640, 240,
                      0,    0,   1);

         _H = Matx33d(2.649157564634028,  4.583875997496426,  70.694447785121326,
                     -1.072756858861583,  3.533262150437228,  1513.656999614321649,
                      0.001303887589576,  0.003042206876298,  1.000000000000000
                      );

        //expected solution for the given homography and intrinsic matrices
         _R = Matx33d(0.43307983549125, 0.545749113549648, -0.717356090899523,
                     -0.85630229674426, 0.497582023798831, -0.138414255706431,
                      0.281404038139784, 0.67421809131173, 0.682818960388909);

         _t = Vec3d(1.826751712278038,  1.264718492450820,  0.195080809998819);
         _n = Vec3d(0.244875830334816, 0.480857890778889, 0.841909446789566);
    }

    bool containsValidMotion(std::vector<Mat>& rotations,
                             std::vector<Mat>& translations,
                             std::vector<Mat>& normals
                             )
    {
        double max_error = 1.0e-3;

        vector<Mat>::iterator riter = rotations.begin();
        vector<Mat>::iterator titer = translations.begin();
        vector<Mat>::iterator niter = normals.begin();

        for (;
             riter != rotations.end() && titer != translations.end() && niter != normals.end();
             ++riter, ++titer, ++niter) {

            double rdist = norm(*riter, _R, NORM_INF);
            double tdist = norm(*titer, _t, NORM_INF);
            double ndist = norm(*niter, _n, NORM_INF);

            if (   rdist < max_error
                && tdist < max_error
                && ndist < max_error )
                return true;
        }

        return false;
    }

    Matx33d _R, _K, _H;
    Vec3d _t, _n;
};

TEST(Calib3d_DecomposeHomography, regression) { CV_HomographyDecompTest test; test.safe_run(); }