METHOD FOR EVALUATING THE EFFECTIVENESS OF TRUNCATED-POSITIONAL CODING FOR INFOCOMMUNICATION SYSTEMS

Authors

  • Vladimir Barannik V. N. Karazin Kharkiv National University, Kharkiv, Ukraine
  • Dmitriy Barannik Kharkiv National University of Radio Electronics, Kharkov, Ukraine
  • Roman Onyshchenko Іvan Kozhedub Kharkiv National University of Air Force, Kharkiv
  • Kirillo Revva Kharkiv National University of Radio Electronics, Kharkov, Ukraine
  • Yurii Babenko Kyiv National University named after Taras Shevchenko, Kyiv, Ukraine

Keywords:

on-board infocommunication technologies, video segments, information compaction, dynamic flow of video segments, compression, truncated positional coding

Abstract

The article substantiates the need for further development of science-intensive infocommunication technologies. It is argued that the most important issue is the creation of information support for management processes in the critical sphere of state interests. It is shown that the technologies for providing video information services are influential here. At the same time, mobile technological means are used to obtain video information resources, taking into account the requirements for the efficiency and reliability of information. However, such complexes have certain resource limitations, including in relation to: transmission rate, energy potential, management efficiency. On the other hand, there are certain requirements for the quality of video information resources. Their completeness and integrity are understood here. Accordingly, the requirements for the characteristics of on-board infocommunication technologies are increasing. Hence, contradictions arise regarding the requirements and capabilities of on-board infocommunication technologies in the systems of providing video information services for the processes of managing the critical sphere of the state. The direction of solving the scientific and applied problem is substantiated. It refers to the use of technologies for encoding video information resources. For the development of coding technologies, it is proposed to use alternative approaches. This is due to the need for an additional increase in the amount of redundancy that is eliminated in the compression process, while reducing its dependence on the mechanisms of psychovisual coding. One of these areas is the development and use of truncated positional coding technologies in the process of reducing the redundancy of transformed video segments. At the same time, it is necessary to create a methodology for evaluating the effectiveness of the created approaches to encoding video information resources. An informative model has been developed for estimating the bit volume, which measures the amount (volume) of information in the diagonals of the transformant based on taking into account the features of its combinatorial configuration according to its non-uniformly diagonal format by truncated-positional coding.

Author Biographies

Vladimir Barannik, V. N. Karazin Kharkiv National University, Kharkiv, Ukraine

doctor of technical sciences, professor, professor of the department of artificial intelligence and software

Dmitriy Barannik, Kharkiv National University of Radio Electronics, Kharkov, Ukraine

PhD student

Roman Onyshchenko, Іvan Kozhedub Kharkiv National University of Air Force, Kharkiv

teacher of the Department air navigation and combat aviation management of the Flight Faculty

Kirillo Revva, Kharkiv National University of Radio Electronics, Kharkov, Ukraine

PhD student

Yurii Babenko, Kyiv National University named after Taras Shevchenko, Kyiv, Ukraine

Candidate of Technical Sciences, Associate Professor

References

Dworetzky E., Kaziakhmedov Ed., Fridrich J. Advancing the JPEG Compatibility Attack: Theory, Performance, Robustness, and Practice. Proceedings of the 2023 ACM Workshop on Information Hiding and Multimedia Security. 2023. pp. 67–79. doi:10.1145/3577163.3595090.

Odarchenko R., Gnatyuk S., Gnatyuk V., Abakumova A. Security key indicators assessment for modern cellular networks. System Analysis & Intelligent Computing (SAIC): proceedings of the IEEE First International Conference, 2018. P 1-7. doi: 10.1109/SAIC.2018.8516889.

João Ascenso, Elena Alshina, Touradj Ebrahimi. The JPEG AI Standard: Providing Efficient Human and Machine Visual Data Consumption. IEEE MultiMedia. 2023. vol 30, (Issue 1). doi: 10.1109/MMUL.2023.3245919.

Одарченко Р., Рябенко М., Іванова М., Аль-Мудхафар Акіл Абдулхусейн М. Метод аналізу взаємодії параметрів QOE та QOS на основі алгоритмів керування машинами. Наукоємні технології. 2022. № 4 (56). С. 305 – 316. DOI: doi: 10.18372/2310-5461.56.17130.

Thomas Abbott, Bevan Baas. A Scalable JPEG Encoder on a Many-Core Array. 2023 IEEE 16th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC). 2023. pp. 411-418. doi: 10.1109/MCSoC60832.2023.00068.

Zia U., McCartney M., Scotney B. et al. Survey on image encryption techniques using chaotic maps in spatial, transform and spatiotemporal domains. International Journal of Information Security. 2022. Vol. 21. P. 917–935. doi: 10.1007/s10207-022-00588-5.

Козловський В., Толстікова О., Савченко А., Клобукова Л. Критерії вибору спектрально-ефективних сигналів у бездротових інформаційних мережах. Наукоємні технології. 2022. № 4 (56). С. 286 – 273. doi: 10.18372/2310-5461.56.17125.

Xiaolong Duan, Bin Li, Zhaoxia Yin, Xinpeng Zhang, Bin Luo. Robust image steganography against lossy JPEG compression based on embedding domain selection and adaptive error correction. Expert Systems with Applications. 2023. Vol. 229, Part A. doi: 10.1016/j.eswa.2023.120416.

Belikova T., Sidchenko S. The Method Drawing up the Text with the Set Suggestive Orientation to Create a Hidden Channel, 2022 IEEE 4th International Conference on Advanced Trends in Information Theory (ATIT), 2022, pp. 106-110, doi: 10.1109/ATIT58178.2022.10024206.

Kolesnyk V., Berchanov A., Krasnorutsky A., Barannik V., Kharchenko N. and Malko O. Method of Structural-Statistical Coding of Video Segments in Spectral-Cluster Space. 2022 IEEE 4th International Conference on Advanced Trends in Information Theory (ATIT), Kyiv, Ukraine. 2022. pp. 32-37, doi: 10.1109/ATIT58178.2022.10024240.

Benjamin Bross, Ye-Kui Wang, Yan Ye, Shan Liu, Jianle Chen, Gary J. Sullivan, Jens-Rainer Ohm. Overview of the versatile video coding (VVC) standard and its applications. IEEE Transactions on Circuits and Systems for Video Technology. Oct. 2021. Vol. 31 (Issue 10). PP. 3736-3764. doi: 10.1109/TCSVT.2021.3101953.

Barannik V., Babenko Y., Barannik V., Khimenko A., Kulitsa O., Matviichuk-Yudina O. Significant Microsegment Transformants Encoding Method to Increase the Availability of Video Information Resource. IEEE Advanced Trends in Information Theory (ATIT): proceedings of 2nd Intern. Conf. (Kyiv, Ukraine, November 25-27, 2020). 2020. Р. 52-56. doi: 10.1109/ATIT50783.2020.9349256.

Бараннік В.В., Цімура Ю.В., Гаврилов Д.С., Гуржій П.М., Колесник В.О. Метод адаптивного цілісного арифметичного кодування з врахуванням RLE-перетворення. Системи і технології зв’язку, інформатизації та кібербезпеки. 2023. №3. С. 5-13. doi: 10.58254/viti.3.2023.01.05

Barannik V., Onyshchenko R., Krasnorutsky A. and Barannik D. The Methods of Intellectual Processing of Video Frames in Coding Systems in Progress Aeromonitor to Increase Efficiency and Semantic Integrity, 2022 IEEE 4th International Conference on Advanced Trends in Information Theory (ATIT), Kyiv, Ukraine. 2022. pp. 53-56, doi: 10.1109/ATIT58178.2022.10024208.

Bas P., Filler T. and Pevný T. Break our steganographic system - the ins and outs of organizing BOSS. In T. Filler, T. Pevný, A. Ker, and S. Craver, editors, Information Hiding, 13th International Conference. - vol.6958 of Lecture Notes in Computer Science. Prague, Czech Republic, 2011. pp. 59-70. doi: 10.1007/978-3-642-24178-9_5.

Information technology – JPEG 2000 image coding system: Secure JPEG 2000. International Standard ISO/IEC 15444-8, ITU-T Recommendation T.807. 2007. 108 p.

Dahyun Kang, Piotr Koniusz, Minsu Cho, Naila Murray. Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2023. pp. 19627-19638. doi: 10.1109/CVPR52729.2023.01880.

Sullivan G. J., Ohm J.-R., Han W.-J. and Wiegand T. Overview of the high efficiency video coding (HEVC) standard. IEEE Transactions on Circuits and Systems for Video Technology. 2012. vol. 22 (Issue. 12). pp. 1649-1668. doi: 10.1109/TCSVT.2012.2221191

Barannik V., Babenko Y., Barannik V., Kolesnyk V., Zhuikov D. Method Taking into Account Level of Structural and Statistical Saturation of Video Segments in the Coding Process, 2022 IEEE 4th International Conference on Advanced Trends in Information Theory (ATIT), Kyiv, Ukraine. 2022. pp. 66-71, doi: 10.1109/ATIT58178.2022.10024193.

Tsimura Yurii, Barannik Vladimir, Hurzhii Pavlo, Ustymenko Fedir, Barannik Dmitry, Manakov Volodymyr Method of selective video segment processing for intelligent video image quality enhancement technologies. 2023 IEEE 5th International Conference on Advanced Information and Communication Technologies (AICT), Lviv, Ukraine. 2023. pp. 217-220, doi: 10.1109/AICT61584.2023.10452422.

Barannik V. and Shiryaev A. Quadrature compression of images in polyadic space, Proceedings of International Conference on Modern Problem of Radio Engineering, Telecommunications and Computer Science. 2012. pp. 422-422. INSPEC Accession Number: 12713484

Barannik V., Khimenko V., Barannik N. Method of indirect information hiding in the process of video compression. Radioelectronic and Computer Systems. 2021. №. 4. PP. 119–131. doi: 10.32620/reks.2021.4.

Barannik V., Karpenko S. Method of the 3-D image processing. Modern Problems of Radio Engineering, Telecommunications and Computer Science (TCSET): proceedings of Intern. Conf. (Lviv-Slavsko, Ukraine, February 19-23, 2008), Lviv-Slavsko, 2008. Р. 378-380.

Barannik V., Krasnorutsky А., Kolesnik V., Barannik V., Pchelnikov S., Zeleny P. Compression method in terms of ensuring the fidelity of video images in infocommunication networks. Radioelectronic and Computer Systems. 2022. no 4(100). pp.10 – 24. doi: 10.32620/reks.2022.5/09.

Barannik, V. et al. A Method of Scrambling for the System of Cryptocompression of Codograms Service Components. In: Klymash, M., Luntovskyy, A., Beshley, M., Melnyk, I., Schill, A. (eds) Emerging Networking in the Digital Transformation Age. TCSET 2022. Lecture Notes in Electrical Engineering, 2023. vol 965. Springer, Switzerland, Cham. doi: 10.1007/978-3-031-24963-1_26.

Цімура Ю.В., Юдін О.К., Коляденко Ю.Ю., Єрошенко В.П., Метод кодування фрагментів-контейнерів в спектрально-параметричному просторі. Наукоємні технології. 2024. № 1(61). С. 36 – 43. doi: 10.18372/2310-5461.61.18513.

Barannik, V. et al. Processing Marker Arrays of Clustered Transformants for Image Segments. In: Klymash, M., Luntovskyy, A., Beshley, M., Melnyk, I., Schill, A. (eds) Emerging Networking in the Digital Transformation Age. TCSET 2022. Lecture Notes in Electrical Engineering. 2023. Vol 965. Springer, Switzerland, Cham. doi: 10.1007/978-3-031-24963-1_25.

Barannik V., Shulgin S., Onyshchenko R., Kozlovskyi V., Belikova T., Ihnatiev O., Khlopiachyi V. Method of recurrent truncated-positional coding video segments in uneven diagonal space. Radioelectronic and Computer Systems. 2023. No 2(102). Pp. 129-142. doi: 10.32620/reks.2023.2.11.

Barannik V., Barannik N., Shulgin S. and Barannik V. Method of Coding Subbands of Non-Homogeneous Spectrum of Video Segments in Uneven Diagonal Space. 2022 IEEE 4th International Conference on Advanced Trends in Information Theory (ATIT), Kyiv, Ukraine. 2022. pp. 72-75, doi: 10.1109/ATIT58178.2022.10024236..

Бараннік В.В., Ігнатьєв О., Шульгін С.С., Онищенко Р., Ушань В. Модель інформативного опису спектрального простору відеосегментів діагонально нерівномірною текстурою. Наукоємні технології. 2022. № 4 (56). С. 259 – 267. doi: 10.18372/2310-5461.56.17124.

Published

2024-07-29

Issue

Section

Electronics, telecommunications and radio engineering