Intelligent Identification for Rock-Mineral Microscopic Images Using Ensemble Machine Learning Algor...
Intelligent Identification for Rock-Mineral Microscopic Images Using Ensemble Machine Learning Algorithms
About this item
Full title
Author / Creator
Zhang, Ye , Li, Mingchao , Han, Shuai , Ren, Qiubing and Shi, Jonathan
Publisher
Switzerland: MDPI AG
Journal title
Language
English
Formats
Publication information
Publisher
Switzerland: MDPI AG
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Scope and Contents
Contents
It is significant to identify rock-mineral microscopic images in geological engineering. The task of microscopic mineral image identification, which is often conducted in the lab, is tedious and time-consuming. Deep learning and convolutional neural networks (CNNs) provide a method to analyze mineral microscopic images efficiently and smartly. In t...
Alternative Titles
Full title
Intelligent Identification for Rock-Mineral Microscopic Images Using Ensemble Machine Learning Algorithms
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Author / Creator
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_5c2e9ddb738a45a19124b21fd047f4e6
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_5c2e9ddb738a45a19124b21fd047f4e6
Other Identifiers
ISSN
1424-8220
E-ISSN
1424-8220
DOI
10.3390/s19183914
