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Selection of Robot Pre-Grasps using Box-Based Shape Approximation
KTH, Skolan för datavetenskap och kommunikation (CSC), Datorseende och robotik, CVAP. KTH, Skolan för datavetenskap och kommunikation (CSC), Centra, Centrum för Autonoma System, CAS.
KTH, Skolan för datavetenskap och kommunikation (CSC), Datorseende och robotik, CVAP. KTH, Skolan för datavetenskap och kommunikation (CSC), Centra, Centrum för Autonoma System, CAS.ORCID-id: 0000-0003-2965-2953
2008 (engelsk)Inngår i: 2008 IEEE/RSJ International Conference On Robots And Intelligent Systems, Vols 1-3, Conference Proceedings / [ed] Chatila, R; Kelly, A; Merlet, JP, 2008, s. 1765-1770Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

Grasping is a central issue of various robot applications, especially when unknown objects have to be manipulated by the system. In earlier work, we have shown the efficiency of 3D object shape approximation by box primitives for the purpose of grasping. A point cloud was approximated by box primitives [1]. In this paper, we present a continuation of these ideas and focus on the box representation itself. On the number of grasp hypotheses from box face normals, we apply heuristic selection integrating task, orientation and shape issues. Finally, an off-line trained neural network is applied to chose a final best hypothesis as the final grasp. We motivate how boxes as one of the simplest representations can be applied in a more sophisticated manner to generate task-dependent grasps.

sted, utgiver, år, opplag, sider
2008. s. 1765-1770
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Identifikatorer
URN: urn:nbn:se:kth:diva-38798DOI: 10.1109/IROS.2008.4650722ISI: 000259998201062Scopus ID: 2-s2.0-69549097981ISBN: 978-1-4244-2057-5 (tryckt)OAI: oai:DiVA.org:kth-38798DiVA, id: diva2:438167
Konferanse
2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS; Nice; 22 September 2008 through 26 September 2008
Tilgjengelig fra: 2011-09-01 Laget: 2011-08-31 Sist oppdatert: 2018-01-12bibliografisk kontrollert

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