DocumentCode
426049
Title
Multi-view visual servoing using epipoles
Author
Piazzi, Jacopo ; Cowan, Noah J.
Author_Institution
Johns Hopkins Univ., Baltimore, MD, USA
Volume
1
fYear
2004
fDate
28 Sept.-2 Oct. 2004
Firstpage
674
Abstract
We explore the benefits of multiple views for visual servoing (VS) by commanding a single camera to first "peer" at a scene from two vantage points, thus acquiring a set "reference" images, prior to executing a visual position task. Our approach completely decouples the translational and rotational components of our controller: epipoles from the reference views drive the translational error to zero, while the rotational degrees of freedom maintain all of the features in the field of view (FOV). We furnish a simple Lyapunov stability proof that demonstrates a large domain of attraction while maintaining all features in the FOV. Finally, we present simulated experiments that suggest robustness to measurement noise and large variations in the baseline between the reference views.
Keywords
Lyapunov methods; cameras; image motion analysis; stability; Lyapunov stability; epipoles; single camera; visual position task; visual servoing; Cameras; Insects; Jacobian matrices; Layout; Lyapunov method; Matrix decomposition; Noise robustness; Optical control; Robust control; Visual servoing;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems, 2004. (IROS 2004). Proceedings. 2004 IEEE/RSJ International Conference on
Print_ISBN
0-7803-8463-6
Type
conf
DOI
10.1109/IROS.2004.1389430
Filename
1389430
Link To Document