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Robust and fast generation of top and side grasps for unknown objects
by
Hansard, Miles
, Brice Denoun
, Zito, Claudio
, Stolkin, Rustam
, Leon, Beatriz
, Jamone, Lorenzo
in
Algorithms
/ Grasping (robotics)
2019
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Robust and fast generation of top and side grasps for unknown objects
by
Hansard, Miles
, Brice Denoun
, Zito, Claudio
, Stolkin, Rustam
, Leon, Beatriz
, Jamone, Lorenzo
in
Algorithms
/ Grasping (robotics)
2019
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Robust and fast generation of top and side grasps for unknown objects
Paper
Robust and fast generation of top and side grasps for unknown objects
2019
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Overview
In this work, we present a geometry-based grasping algorithm that is capable of efficiently generating both top and side grasps for unknown objects, using a single view RGB-D camera, and of selecting the most promising one. We demonstrate the effectiveness of our approach on a picking scenario on a real robot platform. Our approach has shown to be more reliable than another recent geometry-based method considered as baseline [7] in terms of grasp stability, by increasing the successful grasp attempts by a factor of six.
Publisher
Cornell University Library, arXiv.org
Subject
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