diff --git a/python/gtsam/tests/test_Cal3Fisheye.py b/python/gtsam/tests/test_Cal3Fisheye.py index 298c6e57b..326c8682f 100644 --- a/python/gtsam/tests/test_Cal3Fisheye.py +++ b/python/gtsam/tests/test_Cal3Fisheye.py @@ -105,6 +105,28 @@ class TestCal3Fisheye(GtsamTestCase): score = graph.error(state) self.assertAlmostEqual(score, 0) + def test_jacobian(self): + """Evaluate jacobian at optical axis""" + obj_point_on_axis = np.array([0, 0, 1]) + img_point = np.array([0.0, 0.0]) + pose = gtsam.Pose3() + camera = gtsam.Cal3Fisheye() + state = gtsam.Values() + camera_key, pose_key, landmark_key = K(0), P(0), L(0) + state.insert_point3(landmark_key, obj_point_on_axis) + state.insert_pose3(pose_key, pose) + state.insert_cal3fisheye(camera_key, camera) + g = gtsam.NonlinearFactorGraph() + noise_model = gtsam.noiseModel.Unit.Create(2) + factor = gtsam.GeneralSFMFactor2Cal3Fisheye(img_point, noise_model, pose_key, landmark_key, camera_key) + g.add(factor) + f = g.error(state) + gaussian_factor_graph = g.linearize(state) + H, z = gaussian_factor_graph.jacobian() + self.assertAlmostEqual(f, 0) + self.gtsamAssertEquals(z, np.zeros(2)) + self.gtsamAssertEquals(H @ H.T, 4*np.eye(2)) + @unittest.skip("triangulatePoint3 currently seems to require perspective projections.") def test_triangulation_skipped(self): """Estimate spatial point from image measurements"""