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Content Provider | IEEE Xplore Digital Library |
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Author | Silva, C. Santos-Victor, J. |
Copyright Year | 1996 |
Description | Author affiliation: Inst. Superior Tecnico, Lisbon, Portugal (Silva, C.) |
Abstract | In this paper, we address the problem of egomotion estimation for a monocular moving observer under arbitrary translation and rotation. This is a key step for the navigation of any autonomous system. The method proposed is uniquely based on the spatio-temporal image derivatives, and has O(n/sup 2/) complexity. We search the image for particular geometric properties of the normal flow, tightly connected to the egomotion parameters, in two successive steps. The /spl Psi/-line search algorithm determines the direction of the focus of expansion (FOE) and computes some information on the rotation parameters. Finally, the /spl Phi/-line search algorithm determines the FOE, and the individual values of the rotation. Various experiments with synthetic and real images are presented and discussed. |
Starting Page | 702 |
Ending Page | 706 |
File Size | 515154 |
Page Count | 5 |
File Format | |
ISBN | 081867282X |
ISSN | 10514651 |
DOI | 10.1109/ICPR.1996.546115 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 1996-08-25 |
Publisher Place | Austria |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Motion estimation Image motion analysis Focusing Parameter estimation Motion control Control systems Image sequences Cameras Optical computing Layout |
Content Type | Text |
Resource Type | Article |
Subject | Computer Vision and Pattern Recognition |
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