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Vehicle detection and traffic density estimation using ensemble of deep learning models

Vehicle detection and traffic density estimation using ensemble of deep learning models

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2781403559

Vehicle detection and traffic density estimation using ensemble of deep learning models

About this item

Full title

Vehicle detection and traffic density estimation using ensemble of deep learning models

Author / Creator

Publisher

New York: Springer US

Journal title

Multimedia tools and applications, 2023-03, Vol.82 (7), p.10397-10419

Language

English

Formats

Publication information

Publisher

New York: Springer US

More information

Scope and Contents

Contents

Traffic density estimation can be used for controlling traffic light signals to provide effective traffic management. It can be done in two steps: vehicle recognition and counting. Deep learning (DL) technologies are being explored more and more as CNN grows in popularity. In this study, initially, data was collected from various open-source librar...

Alternative Titles

Full title

Vehicle detection and traffic density estimation using ensemble of deep learning models

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2781403559

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2781403559

Other Identifiers

ISSN

1380-7501

E-ISSN

1573-7721

DOI

10.1007/s11042-022-13659-5

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