Title :
A vision system for an autonomous underwater vehicle
Author_Institution :
SINTEF Autom. Control, Trondheim, Norway
fDate :
30 Aug-3 Sep 1992
Abstract :
A vision system for the PISCIS project is described. This is a proposed project for the use of an untethered autonomous underwater vehicle (AUV) for pipeline inspection. The vision system is termed PVS (PISCIS vision system). It will assist the AUV in finding and following the pipeline. Robust image interpretation is important as humans can not interact with the vision system and correct errors. The image quality is reduced by backscatter, light absorption, and marine material on the pipelines. The PVS is fixed to a moving vehicle and must rely on a heading sensor and an altitude sonar to match images features with pipeline models. The models are retrieved from a map based on the vehicle´s position
Keywords :
automatic optical inspection; computer vision; image recognition; marine systems; PISCIS project; altitude sonar; autonomous underwater vehicle; computer vision; image features matching; pipeline inspection; vision system; Absorption; Backscatter; Error correction; Humans; Image quality; Inspection; Machine vision; Pipelines; Robustness; Underwater vehicles;
Conference_Titel :
Pattern Recognition, 1992. Vol.I. Conference A: Computer Vision and Applications, Proceedings., 11th IAPR International Conference on
Conference_Location :
The Hague
Print_ISBN :
0-8186-2910-X
DOI :
10.1109/ICPR.1992.201566