Open Access

ARTICLE

Real-Time Violent Action Recognition Using Key Frames Extraction and Deep Learning

Muzamil Ahmed^1,2, Muhammad Ramzan^3,4, Hikmat Ullah Khan², Saqib Iqbal⁵, Muhammad Attique Khan⁶, Jung-In Choi⁷, Yunyoung Nam^8,*, Seifedine Kadry⁹

1 Deparment of Computer Science and Information Technology, The University of Lahore, Sargodha Campus, Sargodha, 40100, Pakistan
2 Department of Computer Science, COMSATS University Islamabad, Wah Campus, Wah Cantt, 47040, Pakistan
3 School of System and Technology, University of Management and Technology, Lahore, 54782, Pakistan
4 Department of Computer Science and Information Technology, University of Sargodha, Sargodha, 40100, Pakistan
5 College of Engineering, Al Ain University, Al Ain, United Arab Emirates
6 Department of Computer Science, HITEC University Taxila, Taxila, Pakistan
7 Applied Artificial Intelligence, Ajou University, Suwon, Korea
8 Department of Computer Science and Engineering, Soonchunhyang University, Asan, Korea
9 Department of Mathematics and Computer Science, Faculty of Science, Beirut Arab University, Lebanon

* Corresponding Author: Yunyoung Nam. Email: