Class-specific grasping of 3D objects from a single 2D image

Our goal is to grasp 3D objects given a single image, by using prior 3D shape models of object classes. The shape models, defined as a collection of oriented primitive shapes centered at fixed 3D positions, can be learned from a few labeled images for each class. The 3D class model can then be used...

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Bibliographic Details
Main Authors: Chiu, Han-Pang, Liu, Huan, Kaelbling, Leslie P., Lozano-Perez, Tomas
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers 2011
Online Access:http://hdl.handle.net/1721.1/62028
https://orcid.org/0000-0002-8657-2450
https://orcid.org/0000-0001-6054-7145