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Action Recognition via Shallow CNNs on Intelligently Selected Motion Data

Jalees Ur Rahman Muhammad Hanif Usman Haider Saeed Mian Qaisar Sarra Ayouni

Computers, Materials & Continua2026，Vol.86Issue(3)：P.2223-2243,21.

Computers, Materials & Continua2026，Vol.86Issue(3)：P.2223-2243,21.DOI:10.32604/cmc.2025.071251

Action Recognition via Shallow CNNs on Intelligently Selected Motion Data

Jalees Ur Rahman ¹Muhammad Hanif ¹Usman Haider ²Saeed Mian Qaisar ³Sarra Ayouni⁴

作者信息

1. Faculty of Computer Science and Engineering,Ghulam Ishaq Khan Institute of Engineering Sciences and Technology,Topi,23460,Pakistan
2. Department of AI and DS,FAST School of Computering,National University of Computer and Emerging Sciences,Islamabad,44000,Pakistan
3. College of Engineering and Technology,American University of the Middle East,Egaila,54200,Kuwait
4. Department of Information Systems,College of Computer and Information Sciences,Princess Nourah bint Abdulrahman University,P.O.Box 84428,Riyadh,11671,Saudi Arabia
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摘要

关键词

Action recognition/block matching algorithm/convolutional neural network/deep learning/data compression/motion fields/optimization/videos classification

分类

信息技术与安全科学

引用本文复制引用

Jalees Ur Rahman,Muhammad Hanif,Usman Haider,Saeed Mian Qaisar,Sarra Ayouni..Action Recognition via Shallow CNNs on Intelligently Selected Motion Data[J].Computers, Materials & Continua,2026,86(3):P.2223-2243,21.

基金项目

Supported by Princess Nourah bint Abdulrahman University Researchers Supporting Project number(PNURSP2025R896). （PNURSP2025R896）

Computers, Materials & Continua

ISSN：1546-2218

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