Hybrid model of knowledge for situation recognition in airspace

Pavlenko, Maksim; Timochko, A. I.; Korolyuk, Natalia; Gusak, M. Yu.

doi:10.3103/s0146411614050083

Cited by 18 publications

(9 citation statements)

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“…In the process of compression technologies of morphological processing of video information are used. On the contrary, the second class consists of methods that perform processing without error, as shown in [10][11][12].…”

Section: Analysis Of Compression Methods and Requirements For Equipmementioning

confidence: 99%

Development of an Advanced Method of Video Information Resource Compression in Navigation and Traffic Control Systems

Yevseiev

Abdalla

Осієвський

et al. 2020

EUREKA: Physics and Engineering

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The Earth's aerospace monitoring (ASM) systems use state-of-the-art integrated information technologies that include radio-based detection and surveillance systems using telecommunications. One of the main tasks of ASM systems is to increase the efficiency of decision-making necessary for the timely prevention, detection, localization and elimination of crisis situations and their probable consequences. Modern conditions impose stricter requirements for efficiency, reliability and quality of the provided video data. To ensure compliance with the requirements, it is necessary to provide the appropriate capabilities of the onboard equipment. On the basis of the existing information and communication systems it is necessary to carry out: continuous or periodic assessment of a condition of objects of supervision and control; continuous (operational) collection, reception, transmission, processing, analysis and display of information resources. It is proposed to use UAVs (unmanned aerial vehicles) as a means to perform ASM tasks. The time of organizing communication sessions and delivery of information should vary from a few seconds to 2.5 hours. Untimely processing and delivery of a specific information resource in the management process leads to its obsolescence or loss of relevance, which contributes to erroneous decisions. One way to reduce time is to encode the data. To do this, it is proposed to use video compression algorithms. However, based on the analysis of the possibility of modern methods of video information compression, taking into account the specifics of the onboard equipment of the UAV, the coding problem is not completely solved. The research results show the expediency of using an improved method of video information compression to reduce the computing resources of the software and hardware complex of the onboard UAV equipment and to ensure the requirements for efficiency and reliability of data in modern threats to ASM systems as a whole.

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Section: Analysis Of Compression Methods and Requirements For Equipmementioning

confidence: 99%

Development of an Advanced Method of Video Information Resource Compression in Navigation and Traffic Control Systems

Yevseiev

Abdalla

Осієвський

et al. 2020

EUREKA: Physics and Engineering

View full text Add to dashboard Cite

show abstract

“…Reducing the total processing time and transfer information can be done due to further improvement of existing compression methods [11][12][13][14][15][16][17][18]. From the analysis of known compression methods, there follow such variants of their improvement:…”

Section: Research Basesmentioning

confidence: 99%

“…It means, that the using of existing methods, which exclude probability-statistical and psychovisual redundancy, to further enhance the effectiveness of methods without quality loss in the process of intraframe processing is inexpedient [11].…”

Section: Research Basesmentioning

confidence: 99%

Method of Coding Predictable Frames With the Account of Management Mechanisms for Improving the Quality of Video Information's Service

Tymochko¹,

Larin²,

Liuti³

et al. 2020

CNCS

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“…It leads to the possibility of encoding with less information. For example, in the JPEG standard, normalization matrixes are obtained empirically [14]. Recommendations in the standard JPEG, the normalization data for the component of brightness are presented in the table 1.…”

Section: Introductionmentioning

confidence: 99%

Method of Processing Video Information Resource for Aircraft Navigation Systems and Motion Control

Tymochko

Larin

Осієвський

et al. 2020

A.I.S.

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Ab s t r a c t. It has been considered the existing methods of processing of video information resource in modern aircraft navigation systems and motion control. Also it is indicated that there is a contradiction between the need to reduce the intensity of information resource for strongly saturated fragments and to maintain the correspondence of recovered fragments to the original aerial photo. It has been described the components' characteristics of the transforming for the image's areas with varying structure complexity. The rationalization of the dividing strategy is based on the complexity of aerial photographs is substantiated. It is proposed to quantize the transformation's description of an aerial video information segment in relation to the base element's value vector to a certain threshold value. The reduction of combinatorial redundancy as a result of the application of top-level quantized levels array in a separable space is substantiated. K e ywor d s : image; aerial photo; transforms; redundancy; coding; quantization; orthogonal transformation; matrix; data; high-frequency component. Research bases To create this strategy, it is necessary to consider the process of valuation in more detail. When digital Creature of index segment value Y, C b , C r-representation Decentralization by segments Getting transformants Unification of elements transformant Frequency processing constituents Outgoing description Creature of code image representation RGB-representation

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Hybrid model of knowledge for situation recognition in airspace

Cited by 18 publications

References 0 publications

Development of an Advanced Method of Video Information Resource Compression in Navigation and Traffic Control Systems

Development of an Advanced Method of Video Information Resource Compression in Navigation and Traffic Control Systems

Method of Coding Predictable Frames With the Account of Management Mechanisms for Improving the Quality of Video Information's Service

Method of Processing Video Information Resource for Aircraft Navigation Systems and Motion Control

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