testSphericalCamera.cpp
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1 /* ----------------------------------------------------------------------------
2 
3  * GTSAM Copyright 2010, Georgia Tech Research Corporation,
4  * Atlanta, Georgia 30332-0415
5  * All Rights Reserved
6  * Authors: Frank Dellaert, et al. (see THANKS for the full author list)
7 
8  * See LICENSE for the license information
9 
10  * -------------------------------------------------------------------------- */
11 
19 #include <CppUnitLite/TestHarness.h>
20 #include <gtsam/base/Testable.h>
21 #include <gtsam/base/numericalDerivative.h>
22 #include <gtsam/geometry/SphericalCamera.h>
23 
24 #include <cmath>
25 #include <iostream>
26 
27 #if defined(__i686__) || defined(__i386__)
28 // See issue discussion: https://github.com/borglab/gtsam/issues/1605
29 constexpr double TEST_THRESHOLD = 1e-5;
30 #else
31 constexpr double TEST_THRESHOLD = 1e-7;
32 #endif
33 
34 using namespace std::placeholders;
35 using namespace std;
36 using namespace gtsam;
37 
38 typedef SphericalCamera Camera;
39 
40 // static const Cal3_S2 K(625, 625, 0, 0, 0);
41 //
42 static const Pose3 pose(Rot3(Vector3(1, -1, -1).asDiagonal()),
43  Point3(0, 0, 0.5));
44 static const Camera camera(pose);
45 //
46 static const Pose3 pose1(Rot3(), Point3(0, 1, 0.5));
47 static const Camera camera1(pose1);
48 
49 static const Point3 point1(-0.08, -0.08, 0.0);
50 static const Point3 point2(-0.08, 0.08, 0.0);
51 static const Point3 point3(0.08, 0.08, 0.0);
52 static const Point3 point4(0.08, -0.08, 0.0);
53 
54 // manually computed in matlab
55 static const Unit3 bearing1(-0.156054862928174, 0.156054862928174,
56  0.975342893301088);
57 static const Unit3 bearing2(-0.156054862928174, -0.156054862928174,
58  0.975342893301088);
59 static const Unit3 bearing3(0.156054862928174, -0.156054862928174,
60  0.975342893301088);
61 static const Unit3 bearing4(0.156054862928174, 0.156054862928174,
62  0.975342893301088);
63 
64 static double depth = 0.512640224719052;
65 /* ************************************************************************* */
66 TEST(SphericalCamera, constructor) {
67  EXPECT(assert_equal(pose, camera.pose()));
68 }
69 
70 /* ************************************************************************* */
71 TEST(SphericalCamera, project) {
72  // expected from manual calculation in Matlab
73  EXPECT(assert_equal(camera.project(point1), bearing1));
74  EXPECT(assert_equal(camera.project(point2), bearing2));
75  EXPECT(assert_equal(camera.project(point3), bearing3));
76  EXPECT(assert_equal(camera.project(point4), bearing4));
77 }
78 
79 /* ************************************************************************* */
80 TEST(SphericalCamera, backproject) {
81  EXPECT(assert_equal(camera.backproject(bearing1, depth), point1));
82  EXPECT(assert_equal(camera.backproject(bearing2, depth), point2));
83  EXPECT(assert_equal(camera.backproject(bearing3, depth), point3));
84  EXPECT(assert_equal(camera.backproject(bearing4, depth), point4));
85 }
86 
87 /* ************************************************************************* */
88 TEST(SphericalCamera, backproject2) {
89  Point3 origin(0, 0, 0);
90  Rot3 rot(1., 0., 0., 0., 0., 1., 0., -1., 0.); // a camera1 looking down
91  Camera camera(Pose3(rot, origin));
92 
93  Point3 actual = camera.backproject(Unit3(0, 0, 1), 1.);
94  Point3 expected(0., 1., 0.);
95  pair<Unit3, bool> x = camera.projectSafe(expected);
96 
97  EXPECT(assert_equal(expected, actual));
98  EXPECT(assert_equal(Unit3(0, 0, 1), x.first));
99  EXPECT(x.second);
100 }
101 
102 /* ************************************************************************* */
103 static Unit3 project3(const Pose3& pose, const Point3& point) {
104  return Camera(pose).project(point);
105 }
106 
107 /* ************************************************************************* */
108 TEST(SphericalCamera, Dproject) {
109  Matrix Dpose, Dpoint;
110  Unit3 result = camera.project(point1, Dpose, Dpoint);
111  Matrix numerical_pose = numericalDerivative21(project3, pose, point1);
112  Matrix numerical_point = numericalDerivative22(project3, pose, point1);
113  EXPECT(assert_equal(bearing1, result));
114  EXPECT(assert_equal(numerical_pose, Dpose, TEST_THRESHOLD));
115  EXPECT(assert_equal(numerical_point, Dpoint, TEST_THRESHOLD));
116 }
117 
118 /* ************************************************************************* */
119 static Vector2 reprojectionError2(const Pose3& pose, const Point3& point,
120  const Unit3& measured) {
121  return Camera(pose).reprojectionError(point, measured);
122 }
123 
124 /* ************************************************************************* */
125 TEST(SphericalCamera, reprojectionError) {
126  Matrix Dpose, Dpoint;
127  Vector2 result = camera.reprojectionError(point1, bearing1, Dpose, Dpoint);
128  Matrix numerical_pose =
129  numericalDerivative31(reprojectionError2, pose, point1, bearing1);
130  Matrix numerical_point =
131  numericalDerivative32(reprojectionError2, pose, point1, bearing1);
132  EXPECT(assert_equal(Vector2(0.0, 0.0), result));
133  EXPECT(assert_equal(numerical_pose, Dpose, TEST_THRESHOLD));
134  EXPECT(assert_equal(numerical_point, Dpoint, TEST_THRESHOLD));
135 }
136 
137 /* ************************************************************************* */
138 TEST(SphericalCamera, reprojectionError_noisy) {
139  Matrix Dpose, Dpoint;
140  Unit3 bearing_noisy = bearing1.retract(Vector2(0.01, 0.05));
141  Vector2 result =
142  camera.reprojectionError(point1, bearing_noisy, Dpose, Dpoint);
143  Matrix numerical_pose =
144  numericalDerivative31(reprojectionError2, pose, point1, bearing_noisy);
145  Matrix numerical_point =
146  numericalDerivative32(reprojectionError2, pose, point1, bearing_noisy);
147  EXPECT(assert_equal(Vector2(-0.050282, 0.00833482), result, 1e2*TEST_THRESHOLD));
148  EXPECT(assert_equal(numerical_pose, Dpose, TEST_THRESHOLD));
149  EXPECT(assert_equal(numerical_point, Dpoint, TEST_THRESHOLD));
150 }
151 
152 /* ************************************************************************* */
153 // Add a test with more arbitrary rotation
154 TEST(SphericalCamera, Dproject2) {
155  static const Pose3 pose1(Rot3::Ypr(0.1, -0.1, 0.4), Point3(0, 0, -10));
156  static const Camera camera(pose1);
157  Matrix Dpose, Dpoint;
158  camera.project2(point1, Dpose, Dpoint);
159  Matrix numerical_pose = numericalDerivative21(project3, pose1, point1);
160  Matrix numerical_point = numericalDerivative22(project3, pose1, point1);
161  CHECK(assert_equal(numerical_pose, Dpose, TEST_THRESHOLD));
162  CHECK(assert_equal(numerical_point, Dpoint, TEST_THRESHOLD));
163 }
164 
165 /* ************************************************************************* */
166 int main() {
167  TestResult tr;
168  return TestRegistry::runAllTests(tr);
169 }
170 /* ************************************************************************* */
TestRegistry::runAllTests
static int runAllTests(TestResult &result)
Definition: TestRegistry.cpp:27
Camera
SphericalCamera Camera
Definition: testSphericalCamera.cpp:38
camera1
static const Camera camera1(pose1)
e
Array< double, 1, 3 > e(1./3., 0.5, 2.)
SphericalCamera.h
Calibrated camera with spherical projection.
project3
static Unit3 project3(const Pose3 &pose, const Point3 &point)
Definition: testSphericalCamera.cpp:103
Testable.h
Concept check for values that can be used in unit tests.
EXPECT
#define EXPECT(condition)
Definition: Test.h:150
gtsam::Vector2
Eigen::Vector2d Vector2
Definition: Vector.h:42
TestHarness.h
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Definition: camera.h:36
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Definition: gnuplot_common_settings.hh:12
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Definition: SphericalCamera.h:74
gtsam::numericalDerivative22
internal::FixedSizeMatrix< Y, X2 >::type numericalDerivative22(std::function< Y(const X1 &, const X2 &)> h, const X1 &x1, const X2 &x2, double delta=1e-5)
Definition: numericalDerivative.h:195
measured
Point2 measured(-17, 30)
gtsam::Matrix
Eigen::MatrixXd Matrix
Definition: base/Matrix.h:39
point1
static const Point3 point1(-0.08, -0.08, 0.0)
gtsam::Vector3
Eigen::Vector3d Vector3
Definition: Vector.h:43
backproject
static Point3 backproject(const Pose3 &pose, const Point2 &point, const double &depth)
Definition: testCalibratedCamera.cpp:207
result
Values result
Definition: OdometryOptimize.cpp:8
rot
int EIGEN_BLAS_FUNC() rot(int *n, RealScalar *px, int *incx, RealScalar *py, int *incy, RealScalar *pc, RealScalar *ps)
Definition: level1_real_impl.h:79
pose1
static const Pose3 pose1(Rot3(), Point3(0, 1, 0.5))
gtsam_unstable.tests.test_ProjectionFactorRollingShutter.point
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Definition: test_ProjectionFactorRollingShutter.py:25
numericalDerivative.h
Some functions to compute numerical derivatives.
gtsam::SphericalCamera::project
Unit3 project(const Point3 &point, OptionalJacobian< 2, 6 > Dpose={}, OptionalJacobian< 2, 3 > Dpoint={}) const
Definition: SphericalCamera.cpp:83
point3
static const Point3 point3(0.08, 0.08, 0.0)
gtsam::Rot3
Rot3 is a 3D rotation represented as a rotation matrix if the preprocessor symbol GTSAM_USE_QUATERNIO...
Definition: Rot3.h:58
gtsam::numericalDerivative32
internal::FixedSizeMatrix< Y, X2 >::type numericalDerivative32(std::function< Y(const X1 &, const X2 &, const X3 &)> h, const X1 &x1, const X2 &x2, const X3 &x3, double delta=1e-5)
Definition: numericalDerivative.h:259
gtsam::Pose3
Definition: Pose3.h:37
gtsam::numericalDerivative31
internal::FixedSizeMatrix< Y, X1 >::type numericalDerivative31(std::function< Y(const X1 &, const X2 &, const X3 &)> h, const X1 &x1, const X2 &x2, const X3 &x3, double delta=1e-5)
Definition: numericalDerivative.h:226
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Matrix expected
Definition: testMatrix.cpp:971
point2
static const Point3 point2(-0.08, 0.08, 0.0)
Vector2
Definition: test_operator_overloading.cpp:18
bearing3
static const Unit3 bearing3(0.156054862928174, -0.156054862928174, 0.975342893301088)
gtsam::SphericalCamera::reprojectionError
Vector2 reprojectionError(const Point3 &point, const Unit3 &measured, OptionalJacobian< 2, 6 > Dpose={}, OptionalJacobian< 2, 3 > Dpoint={}) const
Definition: SphericalCamera.cpp:90
gtsam::Unit3::retract
Unit3 retract(const Vector2 &v, OptionalJacobian< 2, 2 > H={}) const
The retract function.
Definition: Unit3.cpp:255
TestResult
Definition: TestResult.h:26
main
int main()
Definition: testSphericalCamera.cpp:166
bearing2
static const Unit3 bearing2(-0.156054862928174, -0.156054862928174, 0.975342893301088)
gtsam
traits
Definition: SFMdata.h:40
project
static Point2 project(const Pose3 &pose, const Unit3 &pointAtInfinity, const Cal3_S2::shared_ptr &cal)
Definition: testPinholePose.cpp:188
constructor
Definition: init.h:200
pose
static const Pose3 pose(Rot3(Vector3(1, -1, -1).asDiagonal()), Point3(0, 0, 0.5))
CHECK
#define CHECK(condition)
Definition: Test.h:108
gtsam::numericalDerivative21
internal::FixedSizeMatrix< Y, X1 >::type numericalDerivative21(const std::function< Y(const X1 &, const X2 &)> &h, const X1 &x1, const X2 &x2, double delta=1e-5)
Definition: numericalDerivative.h:166
reprojectionError2
static Vector2 reprojectionError2(const Pose3 &pose, const Point3 &point, const Unit3 &measured)
Definition: testSphericalCamera.cpp:119
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Definition: BFloat16.h:88
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Definition: gnuplot_common_settings.hh:45
TEST_THRESHOLD
constexpr double TEST_THRESHOLD
Definition: testSphericalCamera.cpp:31
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bool assert_equal(const Matrix &expected, const Matrix &actual, double tol)
Definition: Matrix.cpp:40
gtsam::Point3
Vector3 Point3
Definition: Point3.h:38
TEST
TEST(SphericalCamera, constructor)
Definition: testSphericalCamera.cpp:66
bearing1
static const Unit3 bearing1(-0.156054862928174, 0.156054862928174, 0.975342893301088)
camera
static const Camera camera(pose)
gtsam::Unit3
Represents a 3D point on a unit sphere.
Definition: Unit3.h:42
depth
static double depth
Definition: testSphericalCamera.cpp:64
point4
static const Point3 point4(0.08, -0.08, 0.0)
bearing4
static const Unit3 bearing4(0.156054862928174, 0.156054862928174, 0.975342893301088)

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