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A Novel Attention-Based Parallel Blocks Deep Architecture for Human Action Recognition

Yasir Khan Jadoon Yasir Noman Khalid Muhammad Attique Khan Jungpil Shin Fatimah Alhayan Hee-Chan Cho Byoungchol Chang

Computer Modeling in Engineering & Sciences2025，Vol.144Issue(7)：P.1143-1164,22.

Computer Modeling in Engineering & Sciences2025，Vol.144Issue(7)：P.1143-1164,22.DOI:10.32604/cmes.2025.066984

A Novel Attention-Based Parallel Blocks Deep Architecture for Human Action Recognition

Yasir Khan Jadoon ¹Yasir Noman Khalid ¹Muhammad Attique Khan ²Jungpil Shin ³Fatimah Alhayan ⁴Hee-Chan Cho ⁵Byoungchol Chang⁶

作者信息

1. Department of Computer Engineering,HITEC University,Taxila,47080,Pakistan
2. Deparment of AI,Prince Mohammad bin Fahd University,Al-Khobar,31952,Saudi Arabia
3. Department of Computer Science and Engineering,University of Aizu,Aizu Wakamatsu,Fukushima,965-0006,Japan
4. Department of Information Systems,College of Computer and Information Sciences,Princess Nourah bint Abdulrahman University,P.O.Box 84428,Riyadh,11671,Saudi Arabia
5. Center for Computational Social Science,Hanyang University,Seoul,01000,Republic of Korea
6. Department of Computer Science,Hanyang University,Seoul,01000,Republic of Korea
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摘要

关键词

Human action recognition/self-attention/video streams/residual bottleneck/classification/neural networks

分类

信息技术与安全科学

引用本文复制引用

Yasir Khan Jadoon,Yasir Noman Khalid,Muhammad Attique Khan,Jungpil Shin,Fatimah Alhayan,Hee-Chan Cho,Byoungchol Chang..A Novel Attention-Based Parallel Blocks Deep Architecture for Human Action Recognition[J].Computer Modeling in Engineering & Sciences,2025,144(7):P.1143-1164,22.

基金项目

Nourah bint Abdulrahman University,Riyadh,Saudi Arabia.supported by the National Research Foundation of Korea(NRF)grant funded by the Korea government(*MSIT)(No.2018R1A5A7059549) （NRF）

the Competitive Research Fund of The University of Aizu,Japan. （）

Computer Modeling in Engineering & Sciences

ISSN：1526-1492

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