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Stochastic Measure of Informativity and Its Application to the Task of Stable Extraction of Features
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 uncertainty in the problem of choosing the set of features with the highest in information value and its stochastic behaviour is explained by a noise that can corrupt images.
In book
Issue 190. , Dordrecht, L., Heidelberg, NY : Springer, 2013
Lepskiy A., , in : Proceedings 2nd Stochastic Modeling Techniques and Data Analysis International Conference, 5 - 8 June 2012, Chania, Crete, Greece (SMTDA 2012). : Chania : SMTDA, 2012. 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 ...
Added: January 29, 2013
Самара : Предприятие "Новая техника", 2018
Конференции ИТНТ-2018 проводится с целью предоставления возможности научных дискуссий и обсуждения результатов фундаментальных и прикладных исследований в области информационных технологий и нанотехнологий, привлечения молодежи в сферу передовых научных исследований, обмена опытом научнообразовательной деятельности при подготовке ИТНТ-специалистов. Тематика Конференции ИТНТ-2018 охватывает широкий круг областей применения информационных технологий в науке и высокотехнологичных отраслях промышленности. Основными направлениями работы ...
Added: October 18, 2018
Aachen : CEUR Workshop Proceedings, 2015
This volume contains proceedings of the fourth conference on Analysis of Images, Social Networks and Texts (AIST’2015)1 . The first three conferences in 2012–2014 attracted a significant number of students, researchers, academics and engineers working on interdisciplinary data analysis of images, texts, and social networks. The broad scope of AIST makes it an event where ...
Added: October 9, 2015
Bellustin N., Moiseev K., Starkov S. et al., , in : ITM Web of Conferences. Vol. 8: International Conference on Big Data and its Applications (ICBDA 2016).: Les Ulis : EDP Sciences, 2016. P. 1-8.
This study investigated the method of semantic image analysis by using a set of neuron-like detectors of foreground objects. This method is intended to find different types of foreground objects and to determine properties of these objects. As a result of semantic analysis the semantic descriptor of the image is created. The descriptor is a ...
Added: February 15, 2018
Chernousov V. O., Savchenko A., , in : Analysis of Images, Social Networks and Texts Third International Conference, AIST 2014, Yekaterinburg, Russia, April 10-12, 2014, Revised Selected Papers. Vol. 439.: Berlin : Springer, 2014. P. 57-65.
The problem of automatic detection of the moving forklift truck in video data is explored. This task is formulated in terms of computer vision approach as a moving object detection in noisy environment. It is shown that the state-of-the-art local descriptors (SURF, SIFT, FAST, ORB) are not characterized with satisfactory detection quality if the camera ...
Added: January 15, 2015
[б.и.], 2019
Конференции ИТНТ-2019 проводится с целью предоставления возможности научных дискуссий и обсуждения результатов фундаментальных и прикладных исследований в области информационных технологий и нанотехнологий, привлечение молодежи в сферу передовых научных исследований, обмен опытом научно-образовательной деятельности при подготовке ИТНТ-специалистов.. Тематика Конференции ИТНТ-2019 охватывает широкий круг областей применения информационных технологий в науке и высокотехнологичных отраслях промышленности. Основными направлениями работы Конференции ИТНТ-2018 ...
Added: December 4, 2018
Oberemko O. A., В кн. : Образы социальной работы: социокультурная рефлексия. : М. : ООО "Вариант", 2016. Гл. 2. С. 36-86.
The text analyzes the representations of social work as a professional activity in the all-Russian issues of the "Rossiyskaya Gazeta" - an edition expressing the official point of view; Since it is the RF Government that patronizes and forms social work as a professional activity, its point of view should be neglected least of all. ...
Added: March 20, 2017
Franch m., Les Ulis : EDP Sciences, 2016
ITM Web of Conferences is an Open Access publication series dedicated to archiving conference proceedings dealing with all the aspects related to information technology, computer science and mathematics. The aims and scope of the journal cover the whole spectrum of pure and applied mathematics, software engineering, human-computer interaction, and the study of organizations and information technology.
ITM ...
Added: February 15, 2018
Savchenko A., Компьютерная оптика 2018 Т. 42 № 1 С. 149-158
In this paper we study the image recognition tasks, in which images are described by high dimensional feature vectors extracted with deep convolutional neural networks and principal component analysis. In particular, we focus on the problem of high computational complexity of statistical approach with non-parametric estimates of probability density implemented by the probabilistic neural network. ...
Added: April 11, 2018
Domoratsky E., Baibikova T., Вестник Московского финансово-юридического университета 2014 № 1 С. 190-201
There is a review and analysis of methods for digital image retrieval in this paper. ...
Added: February 5, 2014
Berlin : Springer, 2018
This book constitutes the thoroughly refereed proceedings of the 15th International Conference on Image Analysis and Recognition, ICIAR 2018, held in Póvoa de Varzim, Portugal, in June 2018.
The 91 full papers presented together with 15 short papers were carefully reviewed and selected from 179 submissions. The papers are organized in the following topical sections: Enhancement, Restoration ...
Added: September 3, 2018
Титов Д. В., Бехтин Ю. С., Егошина И. Л. et al., Телекоммуникации 2018 № 5 С. 35-38
The problem of image integration, which makes possible to increase self-descriptiveness of the processing-and-analysis system of multispectral images has been examined. The purpose of the image integration is to get one high resolution image by processing and integrating the several images with different spectral characteristics. The use of one of the integration method, namely wavelet ...
Added: July 9, 2018
Ekaterinburg : CEUR Workshop Proceedings, 2014
AIST'2014 is an international data science conference on Analysis of Images, Social Networks, and Texts. Traditionally, the conference is held annually in Yekaterinburg, Russia. The conference is intended for computer scientists and practitioners whose research interests involve Internet mathematics and other related fields of data science.
LIST OF TOPICS (NON EXHAUSTIVE)
Applications of Data Mining and Machine ...
Added: August 28, 2014
Polukhina E., Prosyanyuk D. V., Политическая наука 2015 № 2 С. 104-116
The article discusses the strategy of «mixing» methods, particularly prevalent in the Western research tradition. Covers the methods of text analysis, demonstrated the difference between formal or approach on the example of the study of the image of modern Russia in the texts of the American edition of «New York Times», where attention is paid ...
Added: November 20, 2015