Remote Sensing Image Processing Based on Modified Fuzzy Algorithm

Mochalov, Viktor; Grigorieva, O. V.; Zhukov, D. V.; Markov, A.V.; Saidov, Alisher

doi:10.1007/978-3-030-51971-1_46

Cited by 7 publications

(2 citation statements)

References 3 publications

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“…Currently, one of the most prospective methods for studying complex natural and technical systems (NTS) including environmental problems is the use of Earth remote sensing data (ERS). Technologies for automated processing of multispectral aerospace ERS data are applied more and more often [1][2][3][4][5][6], that covers improvements in the field of artificial intelligence technologies. For example, a number of indicators for forest sustainability may be determined, including those characterizing the forests productive capacity, viability and their biological diversity.…”

Section: Introductionmentioning

confidence: 99%

Multicriteria selection of a method for processing multispectral Earth remote sensing data

Zelentsov,

Andrianov,

Mochalov

2023

J Appl Eng Science

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The article is devoted to the use of qualimetry methods for models and poly model complexes in order to solve one of the relevant engineering problems-automation of selecting methods for calculating Earth remote sensing (ERS) data processing when analyzing the state of complex natural and technical systems. The proposed approach was discussed using the example of choosing methods for calculating forest sustainability indicators. A typical situation was considered when alternative methods and models can be applied at each stage of data processing. The essence of the proposed approach is to formulate and solve the task on multi criteria comparative analysis of processing methods based on a set of indicators, which include costs, required for implementation one or another method, efficiency, which refers to calculation duration of the analyzed sustainability indicator, and an indicator reflecting the quality of the solution-accuracy of calculations result. The solution algorithm was illustrated within an example of choosing the method for assessing consequences of the forest fire. The selection results were presented in the form of a table, which allows the user to evaluate losses and gains in the values of partial indicators when moving from applying one method to another. The proposed algorithmization of the selection task determines possibility for its automation and, thereby, simplifying application of complex methods for processing ERS data for the end user. In addition, the possibilities and degree of validity for scaling the results of processing ERS data from individual areas to large forest areas are expanding.

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Section: Introductionmentioning

confidence: 99%

Multicriteria selection of a method for processing multispectral Earth remote sensing data

Zelentsov,

Andrianov,

Mochalov

2023

J Appl Eng Science

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“…Image alignment is a common problem that exists in many image-based applications where both of the target and source images can be acquired by sensors using the same modality or using different modalities. There is a wide range of applications of image alignment in many fields including medical imaging [1], [23], UAV applications [24], [38], image stitching [10] and remote sensing applications [5], [6], [31], [32], [39].…”

Section: Introductionmentioning

confidence: 99%

Improving Equality in the Education System of Turkiye

Bitzinger¹,

Perc²

2022

iusd

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Success breeds more success, the rich get richer, and the powerful get even more powerful. These are often true in human societies and describe the situation where whatever advantages one has in life frequently beget further advantages over time. The social sciences often describe this phenomenon as the Matthew effect of accumulated advantage, and it is known as preferential attachment in network science. The starting point of the process is often due to the first-mover advantage, under which the first person that achieves something will receive recognition and praise at a rate significantly higher than a person who achieves the same at a later point in time. All this boils down to the fact that unequal opportunities early on in education can translate into greater inequalities later in life. A major goal in the Turkish education system is therefore to ensure equal opportunities as well as equal quality of educational processes starting in preschool and beyond. This study explores the thought processed that have led to the implementation of procedures toward this goal, compares the current state in Turkiye with other OECD countries, and outlines future steps that are in the making for reaching targets throughout the educational system.

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