Shearlet-based vs. Photometric-based Visual Servoing for Robot-assisted Medical Applications

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TitreShearlet-based vs. Photometric-based Visual Servoing for Robot-assisted Medical Applications
Type de publicationConference Paper
Year of Publication2016
AuteursDuflot L-A, Krupa A, Tamadazte B, Andreff N
Conference Name2016 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2016)
PublisherIEEE; RSJ
Conference Location345 E 47TH ST, NEW YORK, NY 10017 USA
ISBN Number978-1-5090-3762-9
Résumé

This paper deals with the development of a visionbased controller for robot-assisted medical applications. It concerns the use of shearlet coefficients in case of ultrasounds (US) images as visual signal inputs and the design of the associated interaction matrix. The proposed controller was validated in both simulation and on an experimental test bench which consists of a robotic arm holding an US probe in contact with a realistic abdominal phantom. Also, the proposed control scheme was compared to the photometry-based visual servoing approach in order to evaluate its efficiency in different conditions of use (nominal and unfavorable conditions).