Visual Servoing Based on Shifted Moments

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TitreVisual Servoing Based on Shifted Moments
Type de publicationJournal Article
Year of Publication2015
AuteursTahri O, Tamtsia AYeremou, Mezouar Y, Demonceaux C
JournalIEEE TRANSACTIONS ON ROBOTICS
Volume31
Pagination798-804
Date PublishedJUN
Type of ArticleArticle
ISSN1552-3098
Mots-clésShifted 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.

DOI10.1109/TRO.2015.2412771