Research of generalized wavelet transformations of Haar correctness in remote sensing of the Earth

Kazaryan, Maretta; Shakhramanyan, Mihail; Nedkov, Roumen; Richter, Andrey; Borisova, Denitsa; Stankova, Nataliya; Ivanova, Iva; Zaharinova, Mariana

doi:10.1117/12.2278572

Cited by 3 publications

(6 citation statements)

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“…Certain techniques have been developed for WDF space monitoring [7][8][9][10][11] and, in particular:…”

Section: Research Partmentioning

confidence: 99%

“…In the process of deciphering the SI, we will use the vegetation indices [7][8][9][10]: NDVI, SAVI, LST, SWIR, SAWI, as well as the geological indices Clay Minerals Ratio and Ferrous Minerals Ratio [17,27,30].…”

Section: Research Partmentioning

confidence: 99%

“…And in general, the misuse of nature, in our interpretation of recreational resources, can increase the degradation of the natural environment. This can be seen in the example of the use of unauthorized spontaneous landfills or WDFs [7,[12][13][14][15][16][17][24][25][26][27][28][29].…”

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

Space monitoring to control the dynamics of changes in the resource potential of the tourist business under conditions of increased risk of emergencies

Kazaryan

Shakhramanyan

Semenishchev

2023

Image Sensing Technologies: Materials, Devices, Systems, and Applications X

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Remote sensing is an objective monitoring of the dynamics of changes in the resource potential of the tourism component of the country's modern economy. This paper proposes the information storage model for creating a global space monitoring system for the presence of municipal solid waste objects with elements of economic analysis and recreation of the health of potential tourists and the ecology of recreational areas around the world. The proposed model uses methods for decoding remote sensing images by fractal-percolation image analysis and elements of convolutional neural networks. The purpose of the work is to design a model of a global automatic monitoring system for waste disposal facilities, including industrial ones, using Earth remote sensing technologies in recreational areas, followed by an economic analysis to reduce the resource potential in the tourism business in the face of deteriorating ecology of the studied areas.

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“…Certain techniques have been developed for WDF space monitoring [7][8][9][10][11] and, in particular:…”

Section: Research Partmentioning

confidence: 99%

Section: Research Partmentioning

confidence: 99%

See 1 more Smart Citation

Space monitoring to control the dynamics of changes in the resource potential of the tourist business under conditions of increased risk of emergencies

Kazaryan

Shakhramanyan

Semenishchev

2023

Image Sensing Technologies: Materials, Devices, Systems, and Applications X

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“…In [3], the generalized Haar wavelet functions are applied to the problem of ecological monitoring by the earth remote sensing method. The authors have studied generalized Haar wavelet series and suggest using the Tikhonov regularization method to check their correctness.…”

Section: Introductionmentioning

confidence: 99%

The effectiveness of methods and algorithms for detecting and isolating factors that negatively affect the growth of crops

Yessenova

Abdikerimova

Ayazbaev³

et al. 2023

IJECE

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<span lang="EN-US">This article discusses a large number of textural features and integral transformations for the analysis of texture-type images. It also discusses the description and analysis of the features of applying existing methods for segmenting texture areas in images and determining the advantages and disadvantages of these methods and the problems that arise in the segmentation of texture areas in images. The purpose of the ongoing research is to use methods and determine the effectiveness of methods for the analysis of aerospace images, which are a combination of textural regions of natural origin and artificial objects. Currently, the automation of the processing of aerospace information, in particular images of the earth’s surface, remains an urgent task. The main goal is to develop models and methods for more efficient use of information technologies for the analysis of multispectral texture-type images in the developed algorithms. The article proposes a comprehensive approach to these issues, that is, the consideration of a large number of textural features by integral transformation to eventually create algorithms and programs applicable to solving a wide class of problems in agriculture.</span><p> </p>

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“…Certain techniques have been developed for space monitoring of solid household waste (SHW) and industrial waste (IW) [1,2,3,5,6,7]. In particular:…”

Section: Introductionmentioning

confidence: 99%

Waste disposal facilities monitoring based on high-resolution information features of space images

et al. 2020

Self Cite

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In the article there is represented and solved the problem of space images recognition for the presence of solid household and industrial waste without binarization. The methods of stochastic geometry and mathematical analysis are used. In the work there is proposed an algorithm based on a trace transformation using discrete orthogonal transformations (DOT) to minimize the attribute space and carry out studies on correctness by Tikhonov. For the implementation of the algorithm there are used elements of mathematical analysis, wavelet analysis, functional analysis, theory of discrete orthogonal transformations, methods for deciphering space images in the problem of stochastic scanning of space images based on the formation of a triplet attribute with minimization of attribute space using DOT. The development a trace matrices and the selection of informative features by stochastic geometry to find WDF from high-resolution space images are investigated from the point of view of DOT apparatus application. A study of the sustainability task was also performed. The proposed technique was tested using the example of space photographs with a WDF image. Conclusions are drawn on the use of the method proposed in this article for the task of automatic computer generation and selection of informative features for determining waste disposal facilities from high-resolution space images. It is proposed to use the Tikhonov regularization method to introduce stability in this task.

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Research of generalized wavelet transformations of Haar correctness in remote sensing of the Earth

Cited by 3 publications

References 5 publications

Space monitoring to control the dynamics of changes in the resource potential of the tourist business under conditions of increased risk of emergencies

Space monitoring to control the dynamics of changes in the resource potential of the tourist business under conditions of increased risk of emergencies

The effectiveness of methods and algorithms for detecting and isolating factors that negatively affect the growth of crops

Waste disposal facilities monitoring based on high-resolution information features of space images

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