Computer Vision Based Smart Security System for Explainable Edge Computing

N. Nisbet, J. Olszewska

2024

Abstract

Smart cities aim to reach a high quality of life for their citizens using digital infrastructure which in turn need to be sustainable, secure, and explainable. For this purpose, this work is about the development of an explainable-by-design smart security application which involves an intelligent vision system capable of running on a small, low-powered edge computing device. Hence, the device provides facial recognition and motion detection functionality to any electronic motion picture input such as CCTV camera feed or video. It highlights the practicality and usability of the device through a support application. Our resulting explainable edge computing system has been successfully applied in context of smart security in smart cities.

Paper Citation

in Harvard Style

Nisbet N. and Olszewska J. (2024). Computer Vision Based Smart Security System for Explainable Edge Computing. In Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods - Volume 1: EXPLAINS; ISBN 978-989-758-720-7, SciTePress, pages 147-154. DOI: 10.5220/0013016300003886

in Bibtex Style

@conference{explains24,
author={N. Nisbet and J. Olszewska},
title={Computer Vision Based Smart Security System for Explainable Edge Computing},
booktitle={Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods - Volume 1: EXPLAINS},
year={2024},
pages={147-154},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013016300003886},
isbn={978-989-758-720-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods - Volume 1: EXPLAINS
TI - Computer Vision Based Smart Security System for Explainable Edge Computing
SN - 978-989-758-720-7
AU - Nisbet N.
AU - Olszewska J.
PY - 2024
SP - 147
EP - 154
DO - 10.5220/0013016300003886
PB - SciTePress