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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2022.10
- 수록면
- 1,433 - 1,447 (15page)
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초록· 키워드
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Recently, as the demand for physical security technology to prevent leakage of technical and business information of companies and public institutions increases, the high tech companies are operating X-ray security checkpoints at building entrances to protect their intellectual property and technology. X-ray security checkpoints are operated to detect cameras and storage media that may store or leak important technologies in the bags of people entering and leaving the building. In this study, we propose an X-ray security checkpoint system that automatically detects a storage medium in an X-ray image using a deep learning based object detection method. The proposed system consists of an edge computing unit and a cloud-computing unit. We employ the RetinaNet for automatic storage media detection in the X-ray security checkpoint images. The proposed approach achieved mAP of 95.92% on private dataset.
목차
ABSTRACT
1. INTRODUCTION
2. RELATED RESEARCH
3. X-RAY SECURITY CHECKPOINT SYSTEM FOR STORAGE MEDIUM DETECTION
4. EXPERIMENTAL RESULTS
5. DISCUSSIONS
6. CONCLUSIONS
REFERENCE
참고문헌 (28)
참고문헌 신청
A. Chavaillaz, A. Schwaninger, S. Michel, and J. Sauer, “Expertise, Automation and Trust in X-Ray Screening of Cabin Baggage,” Frontiers in P sychology, Vol. 10, pp. 256, 2019.
S. Baeriswyl, A. Krause, and A. Schwaninger, “Emotional Exhaustion and Job Satisfaction in Airport Security Officers Work Family Conflict as Mediator in the Job Demands Resources Model,” Frontiers in P sychology, Vol. 7 pp. 663, 2016.
T. Halbherr, A. Schwaninger, G.R. Budgell, and A. Wales, “Airport Security Screener Competency: A Cross-Sectional and Longitudinal Analysis,” The International J ournal of Aviation P sychology, Vol. 23, No. 2, pp. 113-129, 2013.
L. Swann, V. Popovic, A.L. Blackler, and B.J. Kraal, “Airport Security Screeners Expertise and Implications for Interface Design,” P roceeding of International Design Research Society Conference, pp. 1465-1481, 2014.
S. Michel, S. M. Koller, J.C. de Ruiter, R. Moerland, M. Hogervorst, and A. Schwaninger, “Computer-Based Training Increases Efficiency in X-Ray Image Interpretation by Aviation Security Screeners,” Proceeding of 41st Annual IEEE International Carnahan Conference on Security Technology, pp. 201-206, 2007.
S. Baeriswyl, A. Krause, and A. Schwaninger, “Emotional Exhaustion and Job Satisfaction in Airport Security Officers Work Family Conflict as Mediator in the Job Demands Resources Model,” Frontiers in P sychology, Vol. 7 pp. 663, 2016.
T. Halbherr, A. Schwaninger, G.R. Budgell, and A. Wales, “Airport Security Screener Competency: A Cross-Sectional and Longitudinal Analysis,” The International J ournal of Aviation P sychology, Vol. 23, No. 2, pp. 113-129, 2013.
L. Swann, V. Popovic, A.L. Blackler, and B.J. Kraal, “Airport Security Screeners Expertise and Implications for Interface Design,” P roceeding of International Design Research Society Conference, pp. 1465-1481, 2014.
S. Michel, S. M. Koller, J.C. de Ruiter, R. Moerland, M. Hogervorst, and A. Schwaninger, “Computer-Based Training Increases Efficiency in X-Ray Image Interpretation by Aviation Security Screeners,” Proceeding of 41st Annual IEEE International Carnahan Conference on Security Technology, pp. 201-206, 2007.
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