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Shape2Vec

Published in ACM Transactions on Graphics • Nov 11, 2016
NobleIDNI5P78W41R27S15
Authors:
Flora Ponjou Tasse
,
Neil A. Dodgson

Abstract

Convolutional neural networks have been successfully used to compute shape descriptors, or jointly embed shapes and sketches in a common vector space. We propose a novel approach that leverages both labeled 3D shapes and semantic information contained in the labels, to generate semantically-meaningf...

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