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CREATION OF HIERARCHICAL STRUCTURES OF FORMAL DESCRIPTIONS OF MODELS OF THE NANOIMAGES BASED ON GROUPS OF THE SIGNS RELATING TO VARIOUS MORPHOLOGICAL AND LARGE-SCALE LEVELS OF REPRESENTATION

A. L. Zhiznyakov

First published: 2018-06-20https://doi.org/10.5593/sgem2018/2.1/s07.034View metrics

Abstract

The sequence of images received when studying a nanoobject (the induced cluster-type nanostructures) at different scales is offered to consider as result of mutual influence of factors of heredity and variability of signs on some of his initial characteristics. Features of heredity and variability of signs gives the chance of creation of hierarchical structures of formal descriptions are described, i.e. models of the nanoimages based on groups of the signs relating to various morphological and large-scale levels of representation. The new methods of processing and the analysis of images based on these theoretical provisions and approaches have to provide a possibility of fuller extraction of information due to use of multilevel system of signs. Thus, for the most complete analysis of nanostructures, it is necessary to use its images obtained at different scales of observation. In this case, the same feature (feature) can manifest itself in varying degrees on several images of a multiscale sequence, constantly changing at the same time. As a result of such changes, it can either disappear or change so much that it will be next to it as another independent feature (feature). Here it is possible to note the possibility of mutual influence of various features on each other, resulting in the appearance in a multiscale sequence of images with new characteristic properties and features. Buying a nanoobject, i.e. models of images based on various attributes related to different morphological and scale levels of representation. Analysis of these structures allows us to come to a flexible multi-level "top-down" processing system, the use of which is associated not only with the requirement to improve accuracy, but also the need to fundamentally change the perception strategy of nanoobjects, in contrast to macroobjects.

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Publication details

Title
CREATION OF HIERARCHICAL STRUCTURES OF FORMAL DESCRIPTIONS OF MODELS OF THE NANOIMAGES BASED ON GROUPS OF THE SIGNS RELATING TO VARIOUS MORPHOLOGICAL AND LARGE-SCALE LEVELS OF REPRESENTATION
Authors
A. L. Zhiznyakov
Proceedings
SGEM International Multidisciplinary Scientific GeoConference EXPO Proceedings; 18th International Multidisciplinary Scientific GeoConference SGEM2018, Informatics, Geoinformatics and Remote Sensing
Publisher
STEF92 Technology
Year
2018
Pages
263-270
SWS Citekey
Zhiznyakov20187263270
ISSN
1314-2704
ISBN
978-619-7408-39-3
Language
en
Publication type
Conference Paper
Keywords
images processingrecognitionmultiscale analysisnanostructures.
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