Method of processing video data with the possibility of their protection after quantization

The subject of research in the article is the video processing processes based on the JPEG platform for data transmission in the information and telecommunication network. The aim is to build a method for processing a video image with the possibility of protecting it at the quantization stage with s...

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Main Authors: Дмитро Сергійович Гаврилов, Сергій Степанович Бучік, Юрій Михайлович Бабенко, Сергій Сергійович Шульгін, Олександр Васильович Слободянюк
Format: Article
Language:English
Published: National Aerospace University «Kharkiv Aviation Institute» 2021-06-01
Series:Радіоелектронні і комп'ютерні системи
Subjects:
Online Access:http://nti.khai.edu/ojs/index.php/reks/article/view/1428
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spelling doaj-85620e7b463f4e699dbddd1bc28ae26f2021-07-20T11:51:07ZengNational Aerospace University «Kharkiv Aviation Institute»Радіоелектронні і комп'ютерні системи1814-42252663-20122021-06-0102647710.32620/reks.2021.2.061440Method of processing video data with the possibility of their protection after quantizationДмитро Сергійович Гаврилов0Сергій Степанович Бучік1Юрій Михайлович Бабенко2Сергій Сергійович Шульгін3Олександр Васильович Слободянюк4Харьківський національний університет радіоелектроніки, ХарківКиївський національний університет імені Тараса Шевченко, КиївКиївський національний університет імені Тараса Шевченко, КиївХарьківський національний університет радіоелектроніки, ХарківКаменец-Подільский національний університет імені Івана Огієнко, Каменец-ПолдільськThe subject of research in the article is the video processing processes based on the JPEG platform for data transmission in the information and telecommunication network. The aim is to build a method for processing a video image with the possibility of protecting it at the quantization stage with subsequent arithmetic coding. That will allow, while preserving the structural and statistical regularity, to ensure the necessary level of accessibility, reliability, and confidentiality when transmitting video data. Task: research of known methods of selective video image processing with the subsequent formalization of the video image processing procedure at the quantization stage and statistical coding of significant blocks based on the JPEG platform. The methods used are an algorithm based on the JPEG platform, methods for selecting significant informative blocks, arithmetic coding. The following results were obtained. A method for processing a video image with the possibility of its protection at the stage of quantization with subsequent arithmetic coding has been developed. This method will allow, while preserving the structural and statistical regularity, to fulfill the set requirements for an accessible, reliable, and confidential transmission of video data. Ensuring the required level of availability is associated with a 30% reduction in the video image volume compared to the original volume. Simultaneously, the provision of the required level of confidence is confirmed by an estimate of the peak signal-to-noise ratio for an authorized user, which is dB. Ensuring the required level of confidentiality is confirmed by an estimate of the peak signal-to-noise ratio in case of unauthorized access, which is equal to dB. Conclusions. The scientific novelty of the results obtained is as follows: for the first time, two methods of processing video images at the quantization stage have been proposed. The proposed technologies fulfill the assigned tasks to ensure the required level of confidentiality at a given level of confidence. Simultaneously, the method of using encryption tables has a higher level of cryptographic stability than the method of using the key matrix. It is due to a a more complex mathematical apparatus. Which, in turn, increases the time for processing the tributes. To fulfill the requirement of data availability, it is proposed to use arithmetic coding for info-normative blocks, which should be more efficient compared with the methods of code tables. So, the method of using the scoring tables has greater cryptographic stability, and the method of using the matrix-key has higher performance. Simultaneously, the use of arithmetic coding will satisfy the need for accessibility by reducing the initial volume.http://nti.khai.edu/ojs/index.php/reks/article/view/1428квaнтyвaннядоступністькpиптогpaфiчний зaхистдостовipнiстьобpобкa дaних
collection DOAJ
language English
format Article
sources DOAJ
author Дмитро Сергійович Гаврилов
Сергій Степанович Бучік
Юрій Михайлович Бабенко
Сергій Сергійович Шульгін
Олександр Васильович Слободянюк
spellingShingle Дмитро Сергійович Гаврилов
Сергій Степанович Бучік
Юрій Михайлович Бабенко
Сергій Сергійович Шульгін
Олександр Васильович Слободянюк
Method of processing video data with the possibility of their protection after quantization
Радіоелектронні і комп'ютерні системи
квaнтyвaння
доступність
кpиптогpaфiчний зaхист
достовipнiсть
обpобкa дaних
author_facet Дмитро Сергійович Гаврилов
Сергій Степанович Бучік
Юрій Михайлович Бабенко
Сергій Сергійович Шульгін
Олександр Васильович Слободянюк
author_sort Дмитро Сергійович Гаврилов
title Method of processing video data with the possibility of their protection after quantization
title_short Method of processing video data with the possibility of their protection after quantization
title_full Method of processing video data with the possibility of their protection after quantization
title_fullStr Method of processing video data with the possibility of their protection after quantization
title_full_unstemmed Method of processing video data with the possibility of their protection after quantization
title_sort method of processing video data with the possibility of their protection after quantization
publisher National Aerospace University «Kharkiv Aviation Institute»
series Радіоелектронні і комп'ютерні системи
issn 1814-4225
2663-2012
publishDate 2021-06-01
description The subject of research in the article is the video processing processes based on the JPEG platform for data transmission in the information and telecommunication network. The aim is to build a method for processing a video image with the possibility of protecting it at the quantization stage with subsequent arithmetic coding. That will allow, while preserving the structural and statistical regularity, to ensure the necessary level of accessibility, reliability, and confidentiality when transmitting video data. Task: research of known methods of selective video image processing with the subsequent formalization of the video image processing procedure at the quantization stage and statistical coding of significant blocks based on the JPEG platform. The methods used are an algorithm based on the JPEG platform, methods for selecting significant informative blocks, arithmetic coding. The following results were obtained. A method for processing a video image with the possibility of its protection at the stage of quantization with subsequent arithmetic coding has been developed. This method will allow, while preserving the structural and statistical regularity, to fulfill the set requirements for an accessible, reliable, and confidential transmission of video data. Ensuring the required level of availability is associated with a 30% reduction in the video image volume compared to the original volume. Simultaneously, the provision of the required level of confidence is confirmed by an estimate of the peak signal-to-noise ratio for an authorized user, which is dB. Ensuring the required level of confidentiality is confirmed by an estimate of the peak signal-to-noise ratio in case of unauthorized access, which is equal to dB. Conclusions. The scientific novelty of the results obtained is as follows: for the first time, two methods of processing video images at the quantization stage have been proposed. The proposed technologies fulfill the assigned tasks to ensure the required level of confidentiality at a given level of confidence. Simultaneously, the method of using encryption tables has a higher level of cryptographic stability than the method of using the key matrix. It is due to a a more complex mathematical apparatus. Which, in turn, increases the time for processing the tributes. To fulfill the requirement of data availability, it is proposed to use arithmetic coding for info-normative blocks, which should be more efficient compared with the methods of code tables. So, the method of using the scoring tables has greater cryptographic stability, and the method of using the matrix-key has higher performance. Simultaneously, the use of arithmetic coding will satisfy the need for accessibility by reducing the initial volume.
topic квaнтyвaння
доступність
кpиптогpaфiчний зaхист
достовipнiсть
обpобкa дaних
url http://nti.khai.edu/ojs/index.php/reks/article/view/1428
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