Search: Human activity recognition — Academic Articles

A human activity recognition method based on Vision Transformer

Huiyan Han, Hongwei Zeng, Liqun Kuang, Xie Han et al. • Scientific Reports (2024)

Abstract Human activity recognition has a wide range of applications in various fields, such as video surveillance, virtual reality and human–computer intelligent interaction. It has emerged as a significant research area in computer vision...

DOAJ Open Access (DOAJ) DOI: 10.1038/s41598-024-65850-3

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Deep Learning for Sensor-based Human Activity Recognition

Kaixuan Chen, Dalin Zhang, Lina Yao, Bin Guo et al. • ACM Computing Surveys (2021)

The vast proliferation of sensor devices and Internet of Things enables the applications of sensor-based activity recognition. However, there exist substantial challenges that could influence the performance of the recognition system in pra...

OPENALEX public-domain DOI: https://doi.org/10.1145/3447744

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A Comparison of Two Neural Network Based Methods for Human Activity Recognition

saeedeh zebhi, Seyed Mohammad Taghi AlModaressi, Vahid Abootalebi • AUT Journal of Electrical Engineering (2021)

In this paper, two diﬀerent methods of human activity recognition based on video signals are introduced. The first method explores the eﬀectiveness of combining feature descriptors obtained by local descriptors and artiﬁcial neural network ...

DOAJ Open Access (DOAJ) DOI: 10.22060/eej.2020.18517.5357

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Academic Articles & Research Papers

A human activity recognition method based on Vision Transformer

Deep Learning for Sensor-based Human Activity Recognition

A Comparison of Two Neural Network Based Methods for Human Activity Recognition