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Quick image analysis of concrete pore structure based on deep learning

Quick image analysis of concrete pore structure based on deep learning

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_gale_infotracmisc_A586810768

Quick image analysis of concrete pore structure based on deep learning

About this item

Full title

Quick image analysis of concrete pore structure based on deep learning

Publisher

Elsevier Ltd

Journal title

Construction & building materials, 2019-05, Vol.208, p.144-157

Language

English

Formats

Publication information

Publisher

Elsevier Ltd

More information

Scope and Contents

Contents

•A quick method can evaluate the property of concrete.•A new image analysis model is built.•The method can improve the analysis efficiency while ensuring accuracy.
A fast image technique was proposed to characterise the pore size (>10 μm) distribution of cement-based materials based on a deep learning model. Furthermore, a dataset of concrete po...

Alternative Titles

Full title

Quick image analysis of concrete pore structure based on deep learning

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_gale_infotracmisc_A586810768

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_gale_infotracmisc_A586810768

Other Identifiers

ISSN

0950-0618

E-ISSN

1879-0526

DOI

10.1016/j.conbuildmat.2019.03.006

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