基于定量准则的视频信息字母表变换方法

Q3 Computer Science Radioelectronic and Computer Systems Pub Date : 2022-05-18 DOI:10.32620/reks.2022.2.16
Serhii Khmelevsky, Ivan Tupitsya, Olga Khmelevska, O. Musienko, M. Parkhomenko, Oleksandr Pershin, Igor Nikora, Yan Borovensky, Oleksandr Yakobinchuk
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引用次数: 7

摘要

研究主题:在现代视频编码算法中实现的技术,以确保在紧凑呈现的条件下适当的可靠性水平。目标是开发一种技术,可以根据定量标准转换视频信息的字母,同时确保网络所需的质量。目标:制定动态视频监控系统对视频图像的要求;分析了导致现有视频编码算法的压缩特性和质量特性不平衡的因素;开发一种基于定量标准(属性)对视频信息的字母进行转换的技术,以使所编码的数据得到最佳表示;建立了视频图像变换定量指标形成的数学模型;分析利用所建立的数学模型形成定量指标,为视频信息资源提供所需数据可信度的有效性;以量化指标评估所开发的转换原始讯息技术的成效,以确保编码数据能得到最佳呈现;根据元素显著性的定量标准,研究原始信息作为转换结果的概率和统计特征的动态变化。研究方法:在JPEG算法的基础上实现压缩编码方法。研究结果:提出了一种利用定量准则对数据的编码字母进行变换的新方法。已经开发了一个数学模型,用于形成一个定量属性,该属性决定了原始信息元素的重要性。结论。已经开发了一种用于转换原始消息的字母表的技术,该技术允许为更有利的编码数据表示创造条件,因为转换后的消息的概率和统计特征的动态范围显着增加,同时确保所需的视频图像质量水平。
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Method for quantitative criterion based transformation of the video information alphabet
Subject of study: technologies implemented in modern video coding algorithms to ensure the appropriate level of reliability in the conditions of their compact presentation. The goal is to develop a technology for transforming the alphabet of a video information based on a quantitative criterion while ensuring the required quality in networks. Objectives: to formulate requirements to video images in dynamic video surveillance systems; to analyze the existing factors leading to an imbalance between the compression and quality characteristics of existing video coding algorithms; to develop a technology for transforming the alphabet of a video information based on a quantitative criterion (attribute) for the best presentation of the encoded data; to develop a mathematical model for the formation of a quantitativeindicator for the transformation of the video images; to analyze the effectiveness of using the developed mathematical model for the formation of a quantitative indicator to provide the required trustworthiness of data for the video information resource; to assess the effectiveness of the developed technology for transforming the original message in terms of a quantitative indicator to ensure the best presentation of the encoded data; to investigate the dynamics of the probabilistic and statistical characteristics of the original message as a result of transformation according to the quantitative criterion of the significance of the elements. The research methods: compression coding methods implemented on the basis of the JPEG algorithms. The research results: a new approach has been proposed based on the transformation of the encoded alphabet of data by use of a quantitative criterion. A mathematical model has been developed for the formation of a quantitative attributethat determines the significance of the elements of the original message. Conclusions. A technology has been developed for transforming the alphabet of the original message, which allows creating conditions for a more profitable presentation of the encoded data due to a significant increase in the dynamic range of probabilistic and statistical characteristics for the transformed message while ensuring the required level of video image quality.
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来源期刊
Radioelectronic and Computer Systems
Radioelectronic and Computer Systems Computer Science-Computer Graphics and Computer-Aided Design
CiteScore
3.60
自引率
0.00%
发文量
50
审稿时长
2 weeks
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