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From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Sc...

From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Sc...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_53ad7ea7ca8341758838e84ff37870ad

From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning

About this item

Full title

From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning

Publisher

Switzerland: MDPI AG

Journal title

Sensors (Basel, Switzerland), 2021-04, Vol.21 (9), p.3071

Language

English

Formats

Publication information

Publisher

Switzerland: MDPI AG

More information

Scope and Contents

Contents

The applicability of sensor-based human activity recognition in sports has been repeatedly shown for laboratory settings. However, the transferability to real-world scenarios cannot be granted due to limitations on data and evaluation methods. On the example of football shot and pass detection against a null class we explore the influence of those...

Alternative Titles

Full title

From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_53ad7ea7ca8341758838e84ff37870ad

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_53ad7ea7ca8341758838e84ff37870ad

Other Identifiers

ISSN

1424-8220

E-ISSN

1424-8220

DOI

10.3390/s21093071

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