Title :
Target-referenced Localization of an Underwater Vehicle using a Laser-based Vision System
Author :
Karras, George C. ; Panagou, Dimitra J. ; Kyriakopoulos, Kostas J.
Author_Institution :
Dept. of Mech. Eng., Nat. Tech. Univ. of Athens
Abstract :
This paper describes the development of an image-based position tracking system designed for a Remotely Operated Vehicle (ROV). The sensor package consists of two underwater laser pointers and a single CCD camera mounted on the ROV. The proposed system fuses data deriving from the projection of the laser pointers on the image plane and computer vision object tracking algorithms. The results deriving from the data fusion compose the position vector of the vehicle, with respect to the center of the tracked object. This position vector can be used for a closed loop steering control of the vehicle. The integration of the system was proved successful through the experimental procedure. The effective working range of the system is 40-150 cm, at 17 Hz refresh rate and 6% of absolute error. The working range is limited due to the existing hardware. However the implemented software is versatile to future hardware upgrades
Keywords :
CCD image sensors; closed loop systems; computer vision; lasers; oceanographic techniques; remotely operated vehicles; sensor fusion; steering systems; target tracking; underwater vehicles; 17 Hz; 40 to 150 cm; CCD camera; ROV; Remotely Operated Vehicle; closed loop steering control; computer vision object tracking algorithms; data fusion; image plane; image-based position tracking system; sensor package; target-referenced localization; underwater laser pointers; underwater vehicle; Charge coupled devices; Charge-coupled image sensors; Hardware; Laser fusion; Machine vision; Packaging; Remotely operated vehicles; Target tracking; Underwater tracking; Underwater vehicles; Laser pointers; ROV; guidance and control; underwater vision;
Conference_Titel :
OCEANS 2006
Conference_Location :
Boston, MA
Print_ISBN :
1-4244-0114-3
Electronic_ISBN :
1-4244-0115-1
DOI :
10.1109/OCEANS.2006.307112