DocumentCode
3051732
Title
Using planar parallax to estimate the time-to-contact
Author
Lourakis, Manolis I A ; Orphanoudakis, Stelios C.
Author_Institution
Inst. of Comput. Sci., Found. for Res. & Technol., Heraklion, Greece
Volume
2
fYear
1999
fDate
1999
Abstract
To avoid collisions, mobile robots need a measure for assessing the proximity of obstacles. A measure that is well suited to this purpose is provided by the time-to-contact. In this paper, a novel method for estimating the time-to-contact is presented. The method is based on the assumption that the robot is moving on a locally planar ground, parts of which are visible in the acquired images. Using the optical flow field induced by the robot´s motion, the time-to-contact with points on the ground is first estimated and then the concept of planar parallax is exploited to recover the time-to-contact with obstacle points. The computation of high order derivatives of the image flow, which are known to be very difficult to estimate accurately, is completely avoided. Moreover, no knowledge of the egomotion is necessary. Experimental results from the application of the method on real and simulated flow fields are also reported
Keywords
image sequences; mobile robots; robot vision; mobile robots; obstacle points; optical flow field; planar parallax; time-to-contact; Biomedical optical imaging; Computer science; Image motion analysis; Insects; Mobile robots; Optical filters; Optical noise; Optical sensors; Remotely operated vehicles; Retina;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision and Pattern Recognition, 1999. IEEE Computer Society Conference on.
Conference_Location
Fort Collins, CO
ISSN
1063-6919
Print_ISBN
0-7695-0149-4
Type
conf
DOI
10.1109/CVPR.1999.784993
Filename
784993
Link To Document