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Solution of Problem of Stable Extraction of Features with Using of Measure of Informativeness
P. 489-496.
In the paper we present a new notion of stochastic monotone measure and its application to image processing. By definition, a stochastic monotone measure is a random value with values in the set of monotone measures and it can describe a choice of random features in image processing. In this case, a monotone measure describes uncertainty in the problem of choosing the set of features with the highest value of informativeness and its stochastic behavior is explained by a noise that can corrupt images.
Stochastic Measure of Informativity and Its Application to the Task of Stable Extraction of Features
Lepskiy A., , in : Synergies of Soft Computing and Statistics for Intelligent Data Analysis. Issue 190.: Dordrecht, L., Heidelberg, NY : Springer, 2013. P. 553-561.
In the paper we present a new notion of stochastic monotone measure and its application to image processing. By definition, a stochastic monotone measure is a random value with values in the set of monotone measures and it can describe a choice of random features in image processing. In this case, a monotone measure describes ...
Added: December 30, 2012
Ростов н/Д : ООО "ДГТУ-Принт", 2017
The collection includes works of the International Scientific Conference devoted to the analysis of modern problems of mathematical modeling, image processing, development and application of parallel computing technologies. The main goal of the conference is to provide an opportunity to discuss the prospects for the development of methods of mathematical modeling, image processing, as well ...
Added: January 11, 2018
Savchenko A., Компьютерная оптика 2017 Т. 41 № 3 С. 422-430
In this paper we focus on the image recognition problem in the case of small sample size based on the nearest neighbor rule and matching of high-dimensional feature vectors extracted with the deep convolutional neural network. We propose the novel recognition algorithm based on the maximum likelihood method for the joint density of dissimilarities between ...
Added: July 8, 2017
P. : Atlantis Press, 2015
Added: February 29, 2016
Gostev I. M., RUDN Journal of Mathematics, Information Sciences and Physics 2014 No. 2 P. 331-335
Methods of calculation of high order derivatives are considered on a basis: interpolation formulas; “without difference methods of calculation of derivatives”; applications of convolution with replacement of differentiation by integration operation; differentiation with use of quadratures on C. Lanczos; the method of Numerova. The comparative analysis of methods of calculation of high order derivatives on ...
Added: August 19, 2014
Korzhavina E., Наука и образование: новое время 2019 № 4 С. 73-78
The issues of teaching IT technologies in the Moscow College of Geodesy and Cartography for future specialists in the field of topographic survey, aerial photography, interpretation of satellite images, territory mapping, navigation and geographic information systems, and the creation of printed materials (maps, atlases, encyclopedias, guidebooks), and development of land plans are considered. ...
Added: April 7, 2021
Гостев И. М., Cevastianov L., Вестник Российского университета дружбы народов. Серия: Математика, информатика, физика 2016 № 4 С. 49-55
The new method of differentiation of the flat discretely set curves on the basis of use of method Arch Height is considered. Comparison with other known methods is carry out. The analysis of area of applicability and variability of parameters of differentiation is realise. Aspects of accuracy of calculation of derivatives are investigated at various ...
Added: February 15, 2017
Gostev I. M., Вестник Российского университета дружбы народов. Серия: Математика, информатика, физика 2012 № 1 С. 44-49
System of image processing of undermost biological object, to permit calculate their geometric parameters in process of morphogenesis was designed. We propose criterion on which base it is possible to calculate velocities of regenerations of the lost parts from ?at worms-planaria. ...
Added: July 19, 2013
Ростов н/Д : Ростовский государственный экономический университет "РИНХ", 2018
The conference proceedings present the results of research of young scientists of the leading scientific organizations of Russia on a wide range of topical problems of Informatics, management and system analysis. Interdisciplinary research and intensive use of data are key features of modern science. The IMSA-2018 conference (Informatics, Management and Systems Analysis) aims to establish ...
Added: September 3, 2019
Gostev I. M., Selected engineering problems 2012 Vol. 3 No. 3 P. 69-80
On the basis of the signature analysis it is entered various concepts: the sample containing information and procedural parts and contour function. The identification methodology graphic objects invariant to affine transformations on the basis of concept of contour function is stated. ...
Added: July 19, 2013
Gostev I. M., В кн. : Распределенные вычисления и ГРИД-технологии в науке и образовании. Труды 5-й международной конференции Дубна, 16-21 июля 2012 г. : Дубна : Объединенный институт ядерных исследований, 2012. С. 274-279.
Решение задач по обработке изображений и распознаванию графических образов обычно
опирается на некоторою технологию, заключающую в себя последовательность некоторых
операций.В работе исследовано затрачиваемое на обработку время, которое зависит от их количества и трудоемкости, размеров входного изображения и скорости передачи информации между отдельными этапами обработки. ...
Added: July 19, 2013
Vnukov A., Шершнев М. Б., В кн. : Математическое моделирование в прогнозируемых системах. Вып. 15.: М. : Горная книга, 2017. Гл. 6. С. 40-48.
The aim of this work is the software implementation of three image scaling algorithms using parallel computations, and the development of an application with a graphical user interface for the Windows operating system to demonstrate the operation of algorithms and to study the relationship between system performance, algorithm execution time and the degree of parallelization ...
Added: August 22, 2017
Bhimani K. R., Ghildiyal S., Mani G. et al., IEEE Access 2020 Article 1
In today’s developing technology, industries are playing important role for the betterment of life and society. But in industries many functions are running under hazardous conditions, so demand of human free interaction arises, which can be fulfilled by robotics. In Chemical, Oil & Gas, Petrochemicals and many manufacturing industries today we need human safety on ...
Added: October 14, 2022
Козачок А. В., Копылов С. А., Мещеряков Р. В. et al., Компьютерная оптика 2017 Т. 41 № 5 С. 743-755
The development of an Internet of things concept has led to an essential increase in the amount of data processed via the Internet. Multimedia data constitute a significant proportion of this information. This type of data often contains user’s personal information or copyright protected data. The issue of copyright protection of digital imagery has remained ...
Added: September 5, 2019
Gostev I. M., Севастьянов Л. А., Вестник Российского университета дружбы народов. Серия: Математика, информатика, физика 2016 № 4 С. 49-55
The problem of receiving points with high curvature (singular points) of contours for identification of the shape of objects on images is solved. Analysis of existing methods of numerical differentiation in the given aspect is held. The new method of differentiation of the flat discretely defined curves, which are dots (pixels) of circuits, based on ...
Added: February 17, 2017
Savchenko A., Chernousov V.O., International Journal of Conceptual Structures and Smart Applications (IJCSSA) 2014 Vol. 2 No. 2 P. 36-54
We investigate the specific problem of machine vision, namely, video-based detection of the moving forklift truck. It is shown that the detection quality of the state-of-the-art local descriptors (SURF, SIFT, etc.) is not satisfactory if the resolution is low and the illumination is changed dramatically. In this paper, we propose to use a simple mathematical ...
Added: September 10, 2015
Gostev I. M., Sevastianov L., RUDN Journal of Mathematics, Information Sciences and Physics 2018 Vol. 26 No. 4 P. 331-342
The paper sets out one of the methodologies on image processing and recognition of the form of graphic objects. In it, at the first stage preliminary processing of the image with the purpose of extracting of characteristic attributes of the form of objects is made. Contours of objects are used as such attributes. For transformation ...
Added: December 19, 2018
Berlin, Heidelberg : Springer, 2012
This book constitutes the refereed proceedings of the 12th Industrial Conference on Data Mining, ICDM 2012, held in Berlin, Germany in July 2012. The 22 revised full papers presented were carefully reviewed and selected from 97 submissions. The papers are organized in topical sections on data mining in medicine and biology; data mining for energy ...
Added: December 3, 2012
ISPRS, 2013
Added: July 10, 2014
Ahmed Munna M. T., International Journal of Engineering and Technology 2018 Vol. 7 No. 4 P. 3990-3994
Darkness is the inverse state of the brightness, is obtained as an absence of noticeable light and illumination. Generally, face detection applications cannot detect any human face in a dark image, where the image has captured from the dark environment or dark night. In this manuscript, we demonstrate our experiment, where we use Contrast Stretching, ...
Added: October 29, 2019
Donetsk : Донецкий национальный технический университет, 2011
Сборник содержит научные статьи сотрудников ДонНТУ и других учебных и научных учреждений Украины, которые являются научными партнерами ДонНТУ. Публикации освещают результаты научных исследований и разработок в таких направлениях, как информатика, численные методы, параллельные вычисления, программирование, разработка средств вычислительной техники, исследования компьютерных сетей, машинная графика и обработка изображений, математическое моделирование в различных областях. Материалы сборника предназначены ...
Added: October 22, 2015
Donetsk : Донецкий национальный технический университет, 2014
Сборник содержит научные статьи сотрудников ДонНТУ и других учебных и научных учреждений Украины, которые являются научными партнерами ДонНТУ. Публикации освещают результаты научных исследований и разработок в таких направлениях, как информатика, численные методы, параллельные вычисления, программирование, разработка средств вычислительной техники, исследования компьютерных сетей, машинная графика и обработка изображений, математическое моделирование в различных областях.
Материалы сборника предназначены для ...
Added: October 22, 2015
Cham : Springer, 2018
This book constitutes the refereed proceedings of the 12th International Conference on Parallel Computational Technologies, PCT 2018, held in Rostov-on-Don, Russia, in April 2018.
The 24 revised full papers presented were carefully reviewed and selected from 167 submissions. The papers are organized in topical sections on high performance architectures, tools and technologies; parallel numerical algorithms; supercomputer simulation. ...
Added: March 11, 2019
Hollandi R., Moshkov N., Paavolainen L. et al., Trends in Cell Biology 2022
Single nucleus segmentation is a frequent challenge of microscopy image processing, since it is the first step of many quantitative data analysis pipelines. The quality of tracking single cells, extracting features or classifying cellular phenotypes strongly depends on segmentation accuracy. Worldwide competitions have been held, aiming to improve segmentation, and recent years have definitely brought ...
Added: January 21, 2022