DocumentCode
1742797
Title
A method designed for trihedron localization in a textured environment
Author
Awanzino, C. ; Lavest, J.-M. ; Dhome, M. ; Letellier, L. ; Viala, M.
Author_Institution
CNRS, Univ. Blaise Pascal, Aubiere, France
Volume
1
fYear
2000
fDate
2000
Firstpage
664
Abstract
The purpose of this article is the localization of the camera in a textured universe. This environment, described by a database, is composed of a trihedron. The method is structured around three phases. At first, points obtained by the Harris and Stephens operator (1988) are associated between two successive images. This association is based on a light intensity correlation followed by an homography correlation. Secondly, the camera is localized by minimizing a double criteria. The first part of this criteria illustrates a good projection of the textured model in the image. The second one illustrates the fact that the system composed of the scene and two successive images have to satisfy the epipolar constraint. The minimization criteria is symmetric in relation to time in order to not perturb the localization process by previous localization errors. Indeed, the method calls into question the previous localization, in relation to the new image, to localize at best the new camera attitude. Finally, because of the geometry of the scene, the camera attitude is only localized about a scale factor. So, the last step consists in determining the scale factor by exploiting the “close surrounding” of the trihedron
Keywords
image processing; image texture; minimisation; camera localization; database; epipolar constraint; homography correlation; light intensity correlation; localization errors; point association; scale factor; symmetric minimization criterion; textured environment; trihedron localization; Attitude control; Cameras; Design methodology; Geometry; Image databases; Kalman filters; Layout; Position measurement; Robot vision systems; Time measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location
Barcelona
ISSN
1051-4651
Print_ISBN
0-7695-0750-6
Type
conf
DOI
10.1109/ICPR.2000.905475
Filename
905475
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