Deep Convolutional Neural Network Phase Unwrapping for Fringe Projection 3D Imaging

Deep Convolutional Neural Network Phase Unwrapping for Fringe Projection 3D Imaging

Phase unwrapping is a very important step in fringe projection 3D imaging. In this paper, we propose a new neural network for accurate phase unwrapping to address the special needs in fringe projection 3D imaging. Instead of labeling the wrapped phase with integers directly, a two-step training proc...

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Bibliographic Details
Main Authors: Jian Liang, Junchao Zhang, Jianbo Shao, Bofan Song, Baoli Yao, Rongguang Liang
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Sensors
Subjects:
phase unwrapping
deep learning
3D imaging
Online Access:https://www.mdpi.com/1424-8220/20/13/3691

Internet

https://www.mdpi.com/1424-8220/20/13/3691

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