Detection of suspicious objects on the basis of analysis of human X-ray images

D. V. Svitov; V. A. Kulikov; V. P. Kosykh

doi:10.3103/S875669901702008X

Detection of suspicious objects on the basis of analysis of human X-ray images

D. V. Svitov, V. A. Kulikov, V. P. Kosykh

Результат исследования: Научные публикации в периодических изданиях › статья

Аннотация

A new approach is proposed for detection of suspicious objects in X-ray images for security assurance. The approach is based on using the statistical model of the image for detecting anomalies. The model is designed with the use of the “bag-of-words” with context definition of the word coordinates in the image during statistical pattern formation. It is experimentally demonstrated that this approach ensures adequate approximation of the result of detection of suspicious objects by humans.

Язык оригинала	английский
Страницы (с-по)	159-164
Число страниц	6
Журнал	Optoelectronics, Instrumentation and Data Processing
Том	53
Номер выпуска	2
DOI	https://doi.org/10.3103/S875669901702008X
Состояние	Опубликовано - 1 мар 2017

Доступ к документу

10.3103/S875669901702008X

Link to publication in Scopus

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Цитировать

Svitov, D. V., Kulikov, V. A., & Kosykh, V. P. (2017). Detection of suspicious objects on the basis of analysis of human X-ray images. Optoelectronics, Instrumentation and Data Processing, 53(2), 159-164. https://doi.org/10.3103/S875669901702008X

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Detection of suspicious objects on the basis of analysis of human X-ray images. / Svitov, D. V.; Kulikov, V. A.; Kosykh, V. P.

В: Optoelectronics, Instrumentation and Data Processing, Том 53, № 2, 01.03.2017, стр. 159-164.

Результат исследования: Научные публикации в периодических изданиях › статья

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