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SVM directed machine learning classifier for human action recognition network

SVM directed machine learning classifier for human action recognition network

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_ca474dd0e34f49abb8c910bfc5681d47

SVM directed machine learning classifier for human action recognition network

About this item

Full title

SVM directed machine learning classifier for human action recognition network

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2025-01, Vol.15 (1), p.672-18, Article 672

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Understanding human behavior and human action recognition are both essential components of effective surveillance video analysis for the purpose of guaranteeing public safety. However, existing approaches such as three-dimensional convolutional neural networks (3D CNN) and two-stream neural networks (2SNN) have computational hurdles due to the sign...

Alternative Titles

Full title

SVM directed machine learning classifier for human action recognition network

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_ca474dd0e34f49abb8c910bfc5681d47

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_ca474dd0e34f49abb8c910bfc5681d47

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-024-83529-7

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