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An efficient framework for counting pedestrians crossing a line using low-cost devices: the benefits...

An efficient framework for counting pedestrians crossing a line using low-cost devices: the benefits...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2478286759

An efficient framework for counting pedestrians crossing a line using low-cost devices: the benefits of distilling the knowledge in a neural network

About this item

Full title

An efficient framework for counting pedestrians crossing a line using low-cost devices: the benefits of distilling the knowledge in a neural network

Publisher

New York: Springer US

Journal title

Multimedia tools and applications, 2021-01, Vol.80 (3), p.4037-4051

Language

English

Formats

Publication information

Publisher

New York: Springer US

More information

Scope and Contents

Contents

In this paper, an efficient framework for counting pedestrians crossing a line of interest is proposed. Nowadays, the convolutional neural networks have very good results on pedestrian detection and tracking. However, the major drawback of the neural networks is that they require heavy computing resources. This limits the application of neural netw...

Alternative Titles

Full title

An efficient framework for counting pedestrians crossing a line using low-cost devices: the benefits of distilling the knowledge in a neural network

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2478286759

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2478286759

Other Identifiers

ISSN

1380-7501

E-ISSN

1573-7721

DOI

10.1007/s11042-020-09276-9

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