Title :
Development of a laser-based vision system for an underwater vehicle
Author :
Czajewski, Witold ; Sluzek, Andrzej
Author_Institution :
Robotics Res. Centre, Nanyang Technol. Univ., Singapore
Abstract :
The paper describes two crucial modules of a laser-based vision system for an underwater welding vehicle which is a joint research project of Nanyang Technological University (Singapore) and a major international corporation. The vehicle would automatically approach an underwater object, find weld seams, detect cracks and finally weld them. The first module is the ranging system. The experiments have shown that much better accuracy has been achieved when approximating polynomial functions are used instead of standard triangulation techniques. The second module detects and localises weld seams by extracting shape primitives corresponding to the expected configuration of seams from the laser-produced contours. Although the experiments are currently conducted in air, the proposed solution should be equally suitable for an underwater environment as well
Keywords :
feature extraction; function approximation; laser beam welding; laser ranging; mobile robots; robot vision; underwater vehicles; CCD camera; Nanyang Technological University; Singapore; approximating polynomial functions; crack detection; experiments; joint research project; laser-based vision system; laser-produced contours; ranging system; robotics; shape primitives extraction; triangulation techniques; underwater environment; underwater object; underwater vehicle; underwater welding vehicle; weld seams; Laser feedback; Laser modes; Machine vision; Object detection; Paper technology; Prototypes; Robot vision systems; Underwater vehicles; Vehicle detection; Welding;
Conference_Titel :
Industrial Electronics, 1999. ISIE '99. Proceedings of the IEEE International Symposium on
Conference_Location :
Bled
Print_ISBN :
0-7803-5662-4
DOI :
10.1109/ISIE.1999.801779