def numpy_to_pose(arr):
shape, rest = arr.shape[:-2], arr.shape[-2:]
assert rest == (4, 4)
if len(shape) == 0:
trans = transformations.translation_from_matrix(arr)
quat = transformations.quaternion_from_matrix(arr)
return Pose(position=Vector3(*trans), orientation=Quaternion(*quat))
else:
res = np.empty(shape, dtype=np.object_)
for idx in np.ndindex(shape):
res[idx] = Pose(
position=Vector3(
*transformations.translation_from_matrix(arr[idx])),
orientation=Quaternion(
*transformations.quaternion_from_matrix(arr[idx])))
def get_tform(R, T, parent_frame, child_frame):
cam_rot = np.eye(4)
cam_rot[:3, :3] = R
cam_q = tx.quaternion_from_matrix(cam_rot)
# construct the static transform
tform = TransformStamped()
tform.header.stamp = rospy.Time.now()
tform.header.frame_id = parent_frame
tform.child_frame_id = child_frame
tform.transform.translation.x = float(T[0])
tform.transform.translation.y = float(T[1])
tform.transform.translation.z = float(T[2])
tform.transform.rotation.x = cam_q[0]
tform.transform.rotation.y = cam_q[1]
tform.transform.rotation.z = cam_q[2]
tform.transform.rotation.w = cam_q[3]
return tform
def msg_from_matrix(transform_matrix, child_frame_id="child", parent_frame_id="world"):
t = geometry_msgs.msg.TransformStamped()
t.header.frame_id = parent_frame_id
t.header.stamp = rospy.Time.now()
t.child_frame_id = child_frame_id
translation = transformations.translation_from_matrix(transform_matrix)
t.transform.translation.x = translation[0]
t.transform.translation.y = translation[1]
t.transform.translation.z = translation[2]
quaternion = transformations.quaternion_from_matrix(transform_matrix)
t.transform.rotation.x = quaternion[0]
t.transform.rotation.y = quaternion[1]
t.transform.rotation.z = quaternion[2]
t.transform.rotation.w = quaternion[3]
return t
if __name__ == '__main__':
rospy.init_node('thermal_tf_broadcaster')
rospack = rospkg.RosPack()
# read the TF info for cameras
with open(osp.join(rospack.get_path(package_name),
'calibrations/stereo.pkl'), 'r') as f:
extrinsics = pickle.load(f)
cam_trans = extrinsics['T']
cam_rot = np.eye(4)
cam_rot[0, :3] = extrinsics['R'][0, :]
cam_rot[1, :3] = extrinsics['R'][1, :]
cam_rot[2, :3] = extrinsics['R'][2, :]
cam_q = tx.quaternion_from_matrix(cam_rot)
cam_parent = 'kinect2_rgb_optical_frame'
cam_child = 'boson_frame'
# construct the static transform
tform = TransformStamped()
tform.header.stamp = rospy.Time.now()
tform.header.frame_id = cam_parent
tform.child_frame_id = cam_child
tform.transform.translation.x = float(cam_trans[0])
tform.transform.translation.y = float(cam_trans[1])
tform.transform.translation.z = float(cam_trans[2])
tform.transform.rotation.x = cam_q[0]
tform.transform.rotation.y = cam_q[1]
tform.transform.rotation.z = cam_q[2]
tform.transform.rotation.w = cam_q[3]
def pubTransforms():
br = tf2_ros.TransformBroadcaster()
m_bot = tf.concatenate_matrices( tf.rotation_matrix( 1.5, [ 0, 0, 1 ] ), tf.translation_matrix( [ 0.0, -1.0, 0.0 ] ) )
trans_bot = tf.translation_from_matrix(m_bot)
q_bot = tf.quaternion_from_matrix(m_bot)
t_robot = geometry_msgs.msg.TransformStamped()
t_robot.header.stamp = rospy.Time.now()
t_robot.header.frame_id = "base"
t_robot.child_frame_id = "robot"
t_robot.transform.translation.x = trans_bot[0]
t_robot.transform.translation.y = trans_bot[1]
t_robot.transform.translation.z = trans_bot[2]
t_robot.transform.rotation.x = q_bot[0]
t_robot.transform.rotation.y = q_bot[1]
t_robot.transform.rotation.z = q_bot[2]
t_robot.transform.rotation.w = q_bot[3]
m_obj = tf.concatenate_matrices( tf.euler_matrix( 0.79, 0.0, 0.79 ), tf.translation_matrix( [ 0.0, 1.0, 1.0 ] ) )
trans_obj = tf.translation_from_matrix(m_obj)
q_object = tf.quaternion_from_matrix(m_obj)
t_object = geometry_msgs.msg.TransformStamped()
t_object.header.stamp = rospy.Time.now()
t_object.header.frame_id = "base"
t_object.child_frame_id = "object"
t_object.transform.translation.x = trans_obj[0]
t_object.transform.translation.y = trans_obj[1]
t_object.transform.translation.z = trans_obj[2]
t_object.transform.rotation.x = q_object[0]
t_object.transform.rotation.y = q_object[1]
t_object.transform.rotation.z = q_object[2]
t_object.transform.rotation.w = q_object[3]
# Calculate the vector from the camera's frame to the object's frame.
m_cam = tf.concatenate_matrices( m_bot, tf.translation_matrix( [ 0.0, 0.1, 0.1 ] ) )
trans_cam = tf.translation_from_matrix( m_cam )
cam_obj_vec = []
cam_obj_vec.append( trans_obj[0] - trans_cam[0] )
cam_obj_vec.append( trans_obj[1] - trans_cam[1] )
cam_obj_vec.append( trans_obj[2] - trans_cam[2] )
# Convert the vector to unit vector
cam_obj_vec = tf.unit_vector( cam_obj_vec )
# Calculate angle between the two vectors
cam_x_comp_vec = [ trans_cam[0], 0.0, 0.0 ]
theta = angleBetween( cam_x_comp_vec, cam_obj_vec )
# Cross product between the previous vector and the x component of the camera's frame.
res_vec = np.cross( cam_x_comp_vec, cam_obj_vec )
# Rotate the camera's frame around the resulting vector of the cross product.
q = tf.quaternion_about_axis( theta, res_vec );
t_camera = geometry_msgs.msg.TransformStamped()
t_camera.header.stamp = rospy.Time.now()
t_camera.header.frame_id = "base"
t_camera.child_frame_id = "camera"
t_camera.transform.translation.x = trans_cam[0]
t_camera.transform.translation.y = trans_cam[1]
t_camera.transform.translation.z = trans_cam[2]
t_camera.transform.rotation.x = q[0]
t_camera.transform.rotation.y = q[1]
t_camera.transform.rotation.z = q[2]
t_camera.transform.rotation.w = q[3]
br.sendTransform(t_robot)
br.sendTransform(t_camera)
br.sendTransform(t_object)