MDISN: Learning multiscale deformed implicit fields from single images

We present a multiscale deformed implicit surface network (MDISN) to reconstruct 3D objects from single images by adapting the implicit surface of the target object from coarse to fine to the input image. The basic idea is to optimize the implicit surface according to the change of consecutive featu...

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Bibliographic Details
Main Authors: Yujie Wang, Yixin Zhuang, Yunzhe Liu, Baoquan Chen
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:Visual Informatics
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2468502X2200016X