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On a method of texture analysis. / Ampilova, Natalia; Soloviev, Igor.
Recent advances in mathematical methods in applied sciences: Proceedings of the 2014 International Conference on Mathematical Models and Methods in Applied Sciences (MMAS '14). St Petersburg State Polytechnic University, St Petersburg, Russia, Sept. 23-25, 2014. Санкт-Петербург : Издательство Санкт-Петербургского Государственного Политехнического Университета, 2014. стр. 222-225.
Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › Рецензирование
Harvard
Ampilova, N & Soloviev, I 2014,
On a method of texture analysis. в
Recent advances in mathematical methods in applied sciences: Proceedings of the 2014 International Conference on Mathematical Models and Methods in Applied Sciences (MMAS '14). St Petersburg State Polytechnic University, St Petersburg, Russia, Sept. 23-25, 2014. Издательство Санкт-Петербургского Государственного Политехнического Университета, Санкт-Петербург, стр. 222-225, 14 international conference on mathematical models and methods in applied science, Санкт-Петербург, Российская Федерация,
23/09/14. <
http://www.europment.org/library/2014/russia/bypaper/MEAS/MEAS-34.pdf>
APA
Vancouver
Ampilova N, Soloviev I.
On a method of texture analysis. в Recent advances in mathematical methods in applied sciences: Proceedings of the 2014 International Conference on Mathematical Models and Methods in Applied Sciences (MMAS '14). St Petersburg State Polytechnic University, St Petersburg, Russia, Sept. 23-25, 2014. Санкт-Петербург: Издательство Санкт-Петербургского Государственного Политехнического Университета. 2014. стр. 222-225
Author
Ampilova, Natalia ; Soloviev, Igor. /
On a method of texture analysis. Recent advances in mathematical methods in applied sciences: Proceedings of the 2014 International Conference on Mathematical Models and Methods in Applied Sciences (MMAS '14). St Petersburg State Polytechnic University, St Petersburg, Russia, Sept. 23-25, 2014. Санкт-Петербург : Издательство Санкт-Петербургского Государственного Политехнического Университета, 2014. стр. 222-225
BibTeX
@inproceedings{54b2dfb2f2944f0791e8d9b7b433dc97,
title = "On a method of texture analysis",
abstract = "A method of texture analysis based on the using Kullback-Leibler divergence is discussed. A digital image is described by a discrete probability distribution. We consider a group of direct multifractal transforms relating to the distribution and for two given images calculate a vector of Kullback-Leibler divergences between the initial distributions and their direct multifractal transforms. The method is demonstrated on the example of the Serpinsky carpet. It proves to be appropriate for textures from different classes but having similar structures and may be applied for classification of biomedical preparation images.",
keywords = "анализ изображений, текстурные методы, расхождения Реньи, классификационные признаки",
author = "Natalia Ampilova and Igor Soloviev",
year = "2014",
language = "English",
isbn = "978-1-61804-251-4",
pages = "222--225",
booktitle = "Recent advances in mathematical methods in applied sciences",
publisher = "Издательство Санкт-Петербургского Государственного Политехнического Университета",
address = "Russian Federation",
note = "null ; Conference date: 23-09-2014 Through 25-09-2014",
}
RIS
TY - GEN
T1 - On a method of texture analysis
AU - Ampilova, Natalia
AU - Soloviev, Igor
N1 - Conference code: 14
PY - 2014
Y1 - 2014
N2 - A method of texture analysis based on the using Kullback-Leibler divergence is discussed. A digital image is described by a discrete probability distribution. We consider a group of direct multifractal transforms relating to the distribution and for two given images calculate a vector of Kullback-Leibler divergences between the initial distributions and their direct multifractal transforms. The method is demonstrated on the example of the Serpinsky carpet. It proves to be appropriate for textures from different classes but having similar structures and may be applied for classification of biomedical preparation images.
AB - A method of texture analysis based on the using Kullback-Leibler divergence is discussed. A digital image is described by a discrete probability distribution. We consider a group of direct multifractal transforms relating to the distribution and for two given images calculate a vector of Kullback-Leibler divergences between the initial distributions and their direct multifractal transforms. The method is demonstrated on the example of the Serpinsky carpet. It proves to be appropriate for textures from different classes but having similar structures and may be applied for classification of biomedical preparation images.
KW - анализ изображений
KW - текстурные методы
KW - расхождения Реньи
KW - классификационные признаки
M3 - Conference contribution
SN - 978-1-61804-251-4
SP - 222
EP - 225
BT - Recent advances in mathematical methods in applied sciences
PB - Издательство Санкт-Петербургского Государственного Политехнического Университета
CY - Санкт-Петербург
Y2 - 23 September 2014 through 25 September 2014
ER -
