SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic Characters

This work presents SkinningNet, an end-to-end Two-Stream Graph Neural Network architecture that computes skinning weights from an input mesh and its associated skeleton, without making any assumptions on shape class and structure of the provided mesh. Whereas previous meth-ods pre-compute handcrafte...

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Veröffentlicht in:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) S. 18572 - 18581
Hauptverfasser:	Mosella-Montoro, Albert, Ruiz-Hidalgo, Javier
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.06.2022
Schlagworte:	Computer architecture Feature extraction Graph neural networks grouping and shape analysis; Vision applications and systems Machine vision Network topology Shape Skeleton Vision + graphics; Segmentation
ISSN:	1063-6919
Online-Zugang:	Volltext
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