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.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods |
| Subtitle of host publication | November 20-22, 2024, in Porto, Portugal |
| Editors | Francesco Marcelloni, Kurosh Madani, Niki van Stein, Joaquim Filipe |
| Publisher | SciTePress |
| Pages | 147-154 |
| Number of pages | 8 |
| Volume | 1 |
| ISBN (Print) | 9789897587207 |
| DOIs | |
| Publication status | Published - 2024 |
| Event | International Conference on Explainable AI for Neural and Symbolic Methods 2024 - Porto, Portugal Duration: 20 Nov 2024 → 22 Nov 2024 https://explains.scitevents.org/ |
Conference
| Conference | International Conference on Explainable AI for Neural and Symbolic Methods 2024 |
|---|---|
| Abbreviated title | EXPLAINS 2024 |
| Country/Territory | Portugal |
| City | Porto |
| Period | 20/11/24 → 22/11/24 |
| Internet address |
Keywords
- explainable edge computing
- security and privacy
- computer vision applications
- explaining object and obstacle detaction
- trustworthy intelligent vision systems
- transparent decision-support systems
- explainable artificial intelligence
