Tuna Swarm Algorithm With Deep Learning Enabled Violence Detection in Smart Video Surveillance Systems

Author:

Aldehim Ghadah1,Asiri Mashael M2,Aljebreen Mohammed3,Mohamed Abdullah4,Assiri Mohammed5ORCID,Ibrahim Sara Saadeldeen6

Affiliation:

1. Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia

2. Department of Computer Science, College of Science and Art at Mahayil, King Khalid University, Abha, Saudi Arabia

3. Department of Computer Science, Community College, King Saud University, Riyadh, Saudi Arabia

4. Research Centre, Future University in Egypt, New Cairo, Egypt

5. Department of Computer Science, College of Sciences and Humanities-Aflaj, Prince Sattam bin Abdulaziz University, Aflaj, Saudi Arabia

6. Department of Computer and Self Development, Preparatory Year Deanship, Prince Sattam bin Abdulaziz University, Al-Kharj, Saudi Arabia

Funder

Deanship of Scientific Research at King Khalid University for funding this work through Large Groups Project

Princess Nourah bint Abdulrahman University Researchers

Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia

King Saud University, Riyadh, Saudi Arabia

Prince Sattam bin Abdulaziz University

Future University in Egypt

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference36 articles.

1. DABA-Net: Deep acceleration-based AutoEncoder network for violence detection in surveillance cameras;ehsan;Proc Int Conf Mach Vis Image Process (MVIP),2022

2. Violence detection in video using computer vision techniques;nievas;Proc Int Conf Comput Anal Images Patterns,2011

3. A CNN-RNN Combined Structure for Real-World Violence Detection in Surveillance Cameras

4. RNN / LSTM with modified Adam optimizer in deep learning approach for automobile spare parts demand forecasting

5. Fast Learning Through Deep Multi-Net CNN Model For Violence Recognition In Video Surveillance

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