DOI QR코드

DOI QR Code

현대판 스핑크스: 국경의 관문을 지키는 X-ray 판독 기술

Modern Sphinx: X-ray Inspection Technology for Customs

  • 발행 : 2020.12.01

초록

Today, the volume of international trade by airplanes and ships is rapidly increasing, and the volume of trade over land is expected to increase as inter-Korean relations change. In customs processes, humans inspect using the naked eye; therefore, computer vision technology can be used to assist customs inspectors responsible for X-ray security screening. In particular, because of recent advances in deep learning technology, algorithms for image understanding and object detection performance are improving, and studies on their application to X-ray screening have been published. This manuscript describes trends in artificial intelligence X-ray image-reading technology to detect prohibited items. X-ray inspection AI technology is similar to the Sphinx, which was the guardian of the pyramids in ancient Egyptian mythology.

키워드

과제정보

이 동향분석 원고는 2019년 정부(과학기술정보통신부)의 재원으로 국가과학기술연구회 창의형 융합연구사업(CAP-18-03-ETRI)의 지원을 받아 수행된 연구임.

참고문헌

  1. 김주영, "인천공항,亞 최고 화물공항 '우뚝'…아시아 최고 화물공항상수상'쾌거',"국토일보,2019.6. 18.
  2. 손인준, "부산항 컨 물동량 2195만개… 3년 연속 신기록," 경남일보, 2020. 1. 7.
  3. 매일경제, "7천만명 오가는 인천공항…물동량 고공행진 인천항," 2019. 6. 27.
  4. 관세청 대표 블로그, "담배 밀수의 모든 것," 2018. 2. 26.
  5. 김양수, "관세청, 지난해 마약류 426㎏ 적발…전년 대비 6배 폭증," 중앙일보, 2019. 1. 24.
  6. Global Security, "Container Security Initiative (CSI)," https://www.globalsecurity.org/security/ops/csi.htm
  7. U.S. Customs and Border Protection, "CSI: Container Security Initiative," May 31, 2019. https://www.cbp.gov/border-security/
  8. M. Bastan et al., "Visual Words on Baggage X-Ray Images," in Proc. Comput. Anal. Images (Seville, Spain), Aug. 2011, pp 360-638, doi: https://doi.org/10.1007/978-3-642-23672-3_44
  9. S. Akcay et al., "Transfer learning using convolutional neural networks for object classification within X-ray baggage security imagery," in Proc. IEEE Int. Conf. Image Process. (Phoenix, AZ, USA), Sept. 2016, doi: 10.1109/ICIP.2016.7532519.
  10. AI Hub, "위해물품 엑스레이 이미지," http://aihub.or.kr/aidata/033
  11. VIA Hompage, http://www.viaproject.eu