Abstract
Aviation-security X-ray equipment is used to screen objects, while human screeners re-examine baggage and travelers to detect prohibited objects. Artificial Intelligence technology is applied to increase the accuracy in searching guns and knives, considered the most dangerous in X-ray images at baggage and aviation security screening. Artificial intelligence aviation security X-ray detects objects, finds them rapidly, reducing screeners’ labor, thereby providing better service to passengers. In this regard, neural networks based on machine learning have been continuously updated to develop such advanced equipment. In this study, the neural network O-Net is developed to improve object detection. O-Net is developed based on U-Net. The developed O-Net is tested for various neural networks, providing a wide range of experimental results.
Original language | English |
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Title of host publication | Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems - IFIP WG 5.7 International Conference, APMS 2021, Proceedings |
Editors | Alexandre Dolgui, Alain Bernard, David Lemoine, Gregor von Cieminski, David Romero |
Publisher | Springer Science and Business Media Deutschland GmbH |
Pages | 609-615 |
Number of pages | 7 |
ISBN (Print) | 9783030859053 |
DOIs | |
Publication status | Published - 2021 |
Event | IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2021 - Nantes, France Duration: 2021 Sept 5 → 2021 Sept 9 |
Publication series
Name | IFIP Advances in Information and Communication Technology |
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Volume | 632 IFIP |
ISSN (Print) | 1868-4238 |
ISSN (Electronic) | 1868-422X |
Conference
Conference | IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2021 |
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Country/Territory | France |
City | Nantes |
Period | 21/9/5 → 21/9/9 |
Bibliographical note
Publisher Copyright:© 2021, IFIP International Federation for Information Processing.
Keywords
- Artificial intelligence
- Aviation security
- Machine learning
- X-ray detection
ASJC Scopus subject areas
- Information Systems
- Computer Networks and Communications
- Information Systems and Management