Convolutional Neural Network for Extracting 3D Point Clouds of Fibrous Web From Multi-Focus Images

Convolutional Neural Network for Extracting 3D Point Clouds of Fibrous Web From Multi-Focus Images

This paper presents a new method for extracting 3D point clouds from multi-focus images of a fibrous web acquired on an optical microscope to analyze microscopic structures of a fibrous web. The algorithm consists of two major parts: (1) utilizing a convolutional neural network (CNN) to extract in-f...

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Bibliographic Details
Main Authors: Jue Hou, Wenbin Ouyang, Bugao Xu, Rongwu Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Image reconstruction
optical microscopy
artificial neural networks
machine vision
Online Access:https://ieeexplore.ieee.org/document/9090982/

Internet

https://ieeexplore.ieee.org/document/9090982/

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