Title :
A vision system for real-time positioning, navigation, and video mosaicing of sea floor imagery in the application of ROVs/AUVs
Author :
Negahdaripour, S. ; Xu, X. ; Khamene, A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Miami Univ., Coral Gables, FL, USA
Abstract :
A vision system has been developed based on the application of a 3D direct motion estimation algorithm to facilitate autonomous or operated-assisted missions of AUVS and ROVs near the ocean floor. The main capabilities of interest are vision-based vehicle positioning, navigation and trajectory following, as well as mosaicking of sea bed images. The system performance in enabling these functions has been demonstrated on a three-thruster surface vehicle that operates in a 6´×12´×6´ water tank, with the bottom surface set up to simulate a sea floor environment. Images from a down-look camera installed on the vehicle are digitized and processed on a Windows NT Dual Pentium-200 to estimate the vehicle´s motion, which is transmitted via the serial link to the vehicle control system running on a 386 processor. This information is employed to maintain or move to a desired position, follow a specified trajectory, and to construct in (near) real-time a composite image of the scene surface
Keywords :
computer vision; mobile robots; motion estimation; remotely operated vehicles; underwater vehicles; AUVs; ROVs; down-look camera; motion estimation; navigation; sea bed images; sea floor imagery; trajectory following; vehicle positioning; video mosaicing; vision system; Floors; Machine vision; Marine vehicles; Motion estimation; Navigation; Oceans; Real time systems; Remotely operated vehicles; Sea surface; System performance;
Conference_Titel :
Applications of Computer Vision, 1998. WACV '98. Proceedings., Fourth IEEE Workshop on
Conference_Location :
Princeton, NJ
Print_ISBN :
0-8186-8606-5
DOI :
10.1109/ACV.1998.732892