/* * testHomography2.cpp * @brief Test and estimate 2D homographies * Created on: Feb 13, 2010 * @author: Frank Dellaert */ #include #include #include // for operator += using namespace boost::assign; #include #include "tensors.h" #include "tensorInterface.h" #include "projectiveGeometry.h" using namespace std; using namespace gtsam; using namespace tensors; /* ************************************************************************* */ // Indices Index<3, 'a'> a, _a; Index<3, 'b'> b, _b; Index<3, 'c'> c, _c; /* ************************************************************************* */ TEST( Homography2, RealImages) { // 4 point correspondences MATLAB from the floor of bt001.png and bt002.png Correspondence p1(point2h(216.841, 443.220, 1), point2h(213.528, 414.671, 1)); Correspondence p2(point2h(252.119, 363.481, 1), point2h(244.614, 348.842, 1)); Correspondence p3(point2h(316.614, 414.768, 1), point2h(303.128, 390.000, 1)); Correspondence p4(point2h(324.165, 465.463, 1), point2h(308.614, 431.129, 1)); // Homography obtained using MATLAB code double h[3][3] = { { 0.9075, 0.0031, -0 }, { -0.1165, 0.8288, -0.0004 }, { 30.8472, 16.0449, 1 } }; Homography2 H(h); // CHECK whether they are equivalent CHECK(assert_equivalent(p1.second(b),H(b,a)*p1.first(a),0.05)) CHECK(assert_equivalent(p2.second(b),H(b,a)*p2.first(a),0.05)) CHECK(assert_equivalent(p3.second(b),H(b,a)*p3.first(a),0.05)) CHECK(assert_equivalent(p4.second(b),H(b,a)*p4.first(a),0.05)) } /* ************************************************************************* */ // Homography test case // 4 trivial correspondences of a translating square Correspondence p1(point2h(0, 0, 1), point2h(4, 5, 1)); Correspondence p2(point2h(1, 0, 1), point2h(5, 5, 1)); Correspondence p3(point2h(1, 1, 1), point2h(5, 6, 1)); Correspondence p4(point2h(0, 1, 1), point2h(4, 6, 1)); double h[3][3] = { { 1, 0, 4 }, { 0, 1, 5 }, { 0, 0, 1 } }; Homography2 H(h); /* ************************************************************************* */ TEST( Homography2, TestCase) { // Check homography list correspondences; correspondences += p1, p2, p3, p4; BOOST_FOREACH(const Correspondence& p, correspondences) CHECK(assert_equality(p.second(b),H(_a,b) * p.first(a))) // Check a line Line2h l1 = line2h(1, 0, -1); // in a Line2h l2 = line2h(1, 0, -5); // x==5 in b CHECK(assert_equality(l1(a), H(a,b)*l2(b))) } /* ************************************************************************* */ TEST( Homography2, Estimate) { list correspondences; correspondences += p1, p2, p3, p4; Homography2 estimatedH = estimateHomography2(correspondences); CHECK(assert_equivalent(H(_a,b),estimatedH(_a,b))); } /* ************************************************************************* */ TEST( Homography2, EstimateReverse) { double h[3][3] = { { 1, 0, -4 }, { 0, 1, -5 }, { 0, 0, 1 } }; Homography2 reverse(h); list correspondences; correspondences += p1.swap(), p2.swap(), p3.swap(), p4.swap(); Homography2 estimatedH = estimateHomography2(correspondences); CHECK(assert_equality(reverse(_a,b),estimatedH(_a,b)*(1.0/estimatedH(2,2)))); } /* ************************************************************************* */ int main() { TestResult tr; return TestRegistry::runAllTests(tr); } /* ************************************************************************* */