Title :
Omnidirectional imaging and optical flow
Author_Institution :
Fraunhofer Inst. for Autonomous Intelligent Syst., Sankt Augustin, Germany
Abstract :
Catadioptric imaging sensors provide a 360° horizontal view which may be advantageous for visual surveillance and motion detection in robotic applications. Larger object surfaces can be perceived in a wide angle of view supplied by such an omnidirectional camera. The duration of object appearance in the field of view is also longer. These properties cause smooth variations of the image scenes and facilitate the calculation of the optical flow. Using such a flow field allows to detect ego-motion and other fundamental preliminaries of robot navigation. In this paper we review the motion detection algorithms, which may be appropriate for optical flow calculations on omnidirectional images.
Keywords :
image sensors; image sequences; mobile robots; motion estimation; navigation; robot vision; 360° horizontal view; catadioptric imaging sensors; ego-motion detection; motion detection; motion detection algorithms; object appearance duration; object surface perception; omnidirectional camera; omnidirectional imaging; optical flow; robot navigation; visual surveillance; wide angle of view; Cameras; Image motion analysis; Image sensors; Layout; Motion detection; Optical imaging; Optical sensors; Robot sensing systems; Robot vision systems; Surveillance;
Conference_Titel :
Omnidirectional Vision, 2002. Proceedings. Third Workshop on
Print_ISBN :
0-7695-1629-7
DOI :
10.1109/OMNVIS.2002.1044503