if __name__ == '__main__':
    rospy.init_node("homography_class")
    pospub = []
    pospub.append(
        rospy.Publisher('/pidrone/homo_est1', PoseStamped, queue_size=1))
    pospub.append(
        rospy.Publisher('/pidrone/homo_est2', PoseStamped, queue_size=1))
    pospub.append(
        rospy.Publisher('/pidrone/homo_est3', PoseStamped, queue_size=1))
    pospub.append(
        rospy.Publisher('/pidrone/homo_est4', PoseStamped, queue_size=1))
    rospy.Subscriber("/pidrone/est_pos", PoseStamped, seed_pos)
    homography = Homography()
    prev_img = streamPi().next()
    position_flag = False
    position = None
    first_img = None
    global first_pos
    print 'Waiting for first position from optitrak'
    while first_pos is None:
        time.sleep(0.001)
    print "found first pos"
    homography.est_RT = decompose_pose(first_pos)
    start_RT = decompose_pose(first_pos)
    print "decomposed"
    # cv2.namedWindow('preview')
    for curr_img in streamPi():
        if first_img is None: first_img = curr_img
        elif first_img is not None and not position_flag:
コード例 #2
0
if __name__ == '__main__':
    rospy.init_node('velocity_flight')
    rospy.Subscriber("/pidrone/est_pos", PoseStamped, vrpn_update_pos)
    rospy.Subscriber("/pidrone/ultrasonic", Range, ultra_callback)
    homography = Homography()
    pid = PID()
    first = True
    board = MultiWii("/dev/ttyACM0")
    while vrpn_pos is None:
        if not rospy.is_shutdown():
            print "No VRPN :("
            time.sleep(0.01)
        else:
            print "Shutdown Recieved"
            sys.exit()
    stream = streamPi()
    try:
        while not rospy.is_shutdown():
            curr_img = cv2.cvtColor(np.array(stream.next()), cv2.COLOR_RGB2GRAY)
            if first:
                homography.update_H(curr_img, curr_img)
                first = False
                homography.set_z(vrpn_pos.pose.position.z)
                board.arm()
            else:
                homography.set_z(ultra_z)
                error = axes_err()
                if homography.update_H(curr_img):
                    vel, z = homography.get_vel_and_z()
                    if np.abs(np.linalg.norm(vel)) < 2500:
                        print "%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%"
コード例 #3
0
def world_to_pixel_map(pt, global_map_min, global_map_max, map_size):
    global_map_range = global_map_max - global_map_min
    pt_pixel_coord = ((pt - global_map_min) / global_map_range *
                      map_size).astype(int)
    return pt_pixel_coord


if __name__ == '__main__':
    global start_RT
    rospy.init_node('homography_mapper')
    rospy.Subscriber("/pidrone/est_pos", PoseStamped, vrpn_callback)
    prev_img = None
    init_R = np.array([[1, 0, 0], [0, -1, 0], [0, 0, -1]])
    homography = Homography()

    for curr_img in streamPi():
        curr_img = np.array(curr_img)
        curr_img = cv2.cvtColor(np.array(curr_img), cv2.COLOR_RGB2GRAY)

        if prev_img is None:
            print "first prev"
            prev_img = deepcopy(curr_img)
        else:
            if start_RT is not None:
                # run homography on a new image and integrate H
                homography.updateH(curr_img, prev_img=prev_img)

                homo_RTn = homography.get_pose_alt(start_RT)
                homo_RT = np.identity(4)
                if homo_RTn is not None:
                    homo_R, homo_T, homo_norm = homo_RTn
コード例 #4
0
def main():
    #stream()
    streamPi()