Denoising Phase-Unwrapped Images in Laser Imaging via Statistical Analysis and DnCNN

Denoising Phase-Unwrapped Images in Laser Imaging via Statistical Analysis and DnCNN

Three-dimensional imaging plays a crucial role at the micro-scale in fields such as precision manufacturing and materials science. However, image noise significantly impacts the accuracy of point cloud reconstruction, making image denoising techniques a widely discussed topic. Statistical analysis o...

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Bibliographic Details
Main Authors: Yibo Xie, Jin Cheng, Shun Zhou, Qing Fan, Yue Jia, Jingjin Xiao, Weiguo Liu
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Micromachines
Subjects:
denoising
laser imaging
phase unwrapped
neural network
point cloud
Online Access:https://www.mdpi.com/2072-666X/15/11/1372
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