New results in images moments-based visual servoing

In image-based visual servoing, the choice of visual features has a strong influence on the performance of the control system. In the last decade, image-moments have been exploited in several visual servoing schemes for their ability to represent object region, object defined by contours or a set of...

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Bibliographic Details
Main Authors: Yeremou Tamtsia, Aurelien, Tahri, O., Mezouar, Y., Djalo, H., Tonye, E.
Format: Conference Proceeding
Language:English
Subjects:
Continuous wavelet transforms
Shifted image-moments
visual servoing
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Summary:In image-based visual servoing, the choice of visual features has a strong influence on the performance of the control system. In the last decade, image-moments have been exploited in several visual servoing schemes for their ability to represent object region, object defined by contours or a set of discrete points. Despite the many recent advances, the choice of moment-based features to control the most critical Degrees Of Freedom (DOF), i.e those used to control the rotational motions around the x-axis and y-axis of the camera remains a key issue. In this paper, a new feature formula to control these critical DOF that does not depend on the object shape is proposed. The new features are computed from shifted moments and selected in order to provide nice invariant properties. Additionally, low order shifted moments can be exploited to minimize the impact of measurement noise on the control performances.
ISSN:1050-4729
2577-087X
DOI:10.1109/ICRA.2013.6631331