Visual Servoing Based on Shifted Moments
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Titre | Visual Servoing Based on Shifted Moments |
Type de publication | Journal Article |
Year of Publication | 2015 |
Auteurs | Tahri O, Tamtsia AYeremou, Mezouar Y, Demonceaux C |
Journal | IEEE TRANSACTIONS ON ROBOTICS |
Volume | 31 |
Pagination | 798-804 |
Date Published | JUN |
Type of Article | Article |
ISSN | 1552-3098 |
Mots-clés | Shifted moments, Visual Servoing |
Résumé | Over the past decade, image moments have been exploited in several visual servoing schemes for their ability to represent object regions, objects defined by contours or a set of discrete points. Moments have also been useful to achieve control decoupling properties and to choose a minimal number of features to control the whole degrees of freedom (DOFs) of a camera. However, the choice of moment-based features to control the rotational motions around the x-axis and y-axis simultaneously with the translational motions along the same axis remains a key issue. In this paper, we introduce new visual features computed from low-order ``shifted moments invariant''. Importantly, they allow us 1) to define a unique combination of visual features to control the whole six DOFs of an eye-in-hand camera independently from the object shape and (2) to significantly enlarge the convergence domain of the closed-loop system. |
DOI | 10.1109/TRO.2015.2412771 |