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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.

In: Optoelectronics, Instrumentation and Data Processing, Vol. 53, No. 2, 01.03.2017, p. 159-164.

Research output: Contribution to journal › Article › peer-review

Harvard

Svitov, DV, Kulikov, VA & Kosykh, VP 2017, 'Detection of suspicious objects on the basis of analysis of human X-ray images', Optoelectronics, Instrumentation and Data Processing, vol. 53, no. 2, pp. 159-164. https://doi.org/10.3103/S875669901702008X

APA

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

Vancouver

Svitov DV, Kulikov VA, Kosykh VP. Detection of suspicious objects on the basis of analysis of human X-ray images. Optoelectronics, Instrumentation and Data Processing. 2017 Mar 1;53(2):159-164. doi: 10.3103/S875669901702008X

Author

Svitov, D. V. ; Kulikov, V. A. ; Kosykh, V. P. / Detection of suspicious objects on the basis of analysis of human X-ray images. In: Optoelectronics, Instrumentation and Data Processing. 2017 ; Vol. 53, No. 2. pp. 159-164.

BibTeX

@article{032b2b3375e041b79f931f865be5a541,
title = "Detection of suspicious objects on the basis of analysis of human X-ray images",
abstract = "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.",
keywords = "bag-of-words, search for anomalies, X-ray images",
author = "Svitov, {D. V.} and Kulikov, {V. A.} and Kosykh, {V. P.}",
year = "2017",
month = mar,
day = "1",
doi = "10.3103/S875669901702008X",
language = "English",
volume = "53",
pages = "159--164",
journal = "Optoelectronics, Instrumentation and Data Processing",
issn = "8756-6990",
publisher = "Allerton Press Inc.",
number = "2",

}

RIS

TY - JOUR

T1 - Detection of suspicious objects on the basis of analysis of human X-ray images

AU - Svitov, D. V.

AU - Kulikov, V. A.

AU - Kosykh, V. P.

PY - 2017/3/1

Y1 - 2017/3/1

N2 - 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.

AB - 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.

KW - bag-of-words

KW - search for anomalies

KW - X-ray images

UR - http://www.scopus.com/inward/record.url?scp=85020552584&partnerID=8YFLogxK

U2 - 10.3103/S875669901702008X

DO - 10.3103/S875669901702008X

M3 - Article

AN - SCOPUS:85020552584

VL - 53

SP - 159

EP - 164

JO - Optoelectronics, Instrumentation and Data Processing

JF - Optoelectronics, Instrumentation and Data Processing

SN - 8756-6990

IS - 2

ER -

ID: 10185931