The shape variational autoencoder: A deep generative model of part‐segmented 3D objects

We introduce a generative model of part‐segmented 3D objects: the shape variational auto‐encoder (ShapeVAE). The ShapeVAE describes a joint distribution over the existence of object parts, the locations of a dense set of surface points, and over surface normals associated with these points. Our mode...

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Veröffentlicht in:	Computer graphics forum Jg. 36; H. 5; S. 1 - 12
Hauptverfasser:	Nash, C., Williams, C. K. I.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Oxford Blackwell Publishing Ltd 01.08.2017
Schlagworte:	Categories and Subject Descriptors (according to ACM CCS) Finite element method I.3.5 [Computer Graphics]: Computational Geometry and Object Modelling Quantitative analysis Reconstruction Representations Three dimensional models
ISSN:	0167-7055, 1467-8659
Online-Zugang:	Volltext
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