MixNet: Mix different networks for learning 3D implicit representations

We introduce a neural network, MixNet, for learning implicit representations of 3D subtle models with large smooth areas and exact shape details in the form of interpolation of two different implicit functions. Our network takes a point cloud as input and uses conventional MLP networks and SIREN net...

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Bibliographic Details
Main Authors: Bowen Lyu, Li-Yong Shen, Chun-Ming Yuan
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Graphical Models
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1524070323000206