Смешение критериев автоматического распознавания изображений на основе принципа минимума информационного рассогласования

Савченко Андрей Владимирович

Publications

Article

Смешение критериев автоматического распознавания изображений на основе принципа минимума информационного рассогласования

Системы управления и информационные технологии. 2011. Т. 44. № 2. С. 22-25.

Савченко А. В.

Priority areas: humanitarian

Language: Russian

Full text (PDF, 1.47 Mb)

Text on another site

Keywords: распознавание образов распознавание изображений информационное рассогласование Кульбака-Лейблера комбинирование знаний экспертов

Image Recognition Using Kullback-Leibler Information Discrimination

Savchenko A. In bk.: SCAKD'11 - Soft Computing applications and Knowledge Discovery. Workshop co-located with the 13th International Conference on Rough Sets,Fuzzy Sets, Data Mining, and Granular Computing (RSFDGrC-2011) and the 4th International Conference on Pattern Recognition and Machine Intelligence (PReMI-2011), June 2011, Moscow, Russia. Vol. 758. M.: Higher School of Economics Publishing House, 2011. P. 102-112.

The problem of automatic image recognition based on the minimum information discrimination principle is formulated and solved. Color histograms comparison in the Kullback–Leibler information metric is proposed. It’s combined with method of directed enumeration alternatives as opposed to complete enumeration of competing hypotheses. Results of an experimental study of the Kullback-Leibler discrimination in the problem of face recognition with a large database are presented. It is shown that the proposed algorithm is characterized by increased accuracy and reliability of image recognition.

Added: Aug 31, 2012

Математические методы распознавания образов: 15-я Всероссийская конференция, г.Петрозаводск, 11–17 сентября 2011 г.: Сборник докладов

Edited by: К. В. Воронцов М.: МАКС Пресс, 2012.

Added: Dec 4, 2012

Интеллектуализация обработки информации: 8-я международная конференция. Республика Кипр, г. Пафос, 17–24 октября 2010 г.: Сборник докладов

Edited by: К. В. Воронцов М.: МАКС Пресс, 2010.

Added: Dec 3, 2012

Image retrieval using minimum information discrimination criterion

Savchenko A. In bk.: ACIT - Control, Diagnostics, and Automation (ACIT-CDA 2010). Anaheim: ACTA Pre, 2010. P. 345-350.

The problem of automatic image recognition based on the minimum information discrimination principle is formulated and solved. Discrimination calculation in the Kullback–Leibler information metric based on colour histograms comparison is proposed. It’s combined with a method of directed enumeration of the set of alternatives as opposed to the method of complete enumeration of competing hypotheses. Results of an experimental study of the discrimination in the problem of face images recognition are presented. It is shown that the proposed algorithm is characterized by increased accuracy and reliability of automatic image recognition.

Added: Aug 31, 2012

Метод направленного перебора альтернатив в задаче распознавания полутоновых изображений

Савченко А. В. Автометрия. 2009. Т. 45. № 3. С. 90-98.

The article deals with a problem of halftone image signals recognition using the minimum of the informative divergent criterion. The new algorithm of direct search among set of alternatives using Kullback-Leibler information distance has been developed in opposition to exhaustive search between concurrent hypotheses. The experimental results have been produced. The proposed algorithm is characterized by increased accuracy and assurance factor in the problem of automatic image recognition.

Added: Jun 9, 2012

Распознавание изображений методом направленного перебора на основе принципа минимума информационного рассогласования

Савченко А. В. Вестник Нижегородского университета им. Н.И. Лобачевского. 2010. № 2. С. 211-216.

Added: Jun 9, 2012

SCAKD'11 - Soft Computing applications and Knowledge Discovery. Workshop co-located with the 13th International Conference on Rough Sets,Fuzzy Sets, Data Mining, and Granular Computing (RSFDGrC-2011) and the 4th International Conference on Pattern Recognition and Machine Intelligence (PReMI-2011), June 2011, Moscow, Russia

Edited by: A. Averkin, D. I. Ignatov, S. Mitra et al. Vol. 758. M.: Higher School of Economics Publishing House, 2011.

Added: Aug 31, 2012

Принцип минимального информационного рассогласования в задаче распознавания дискретных объектов

Савченко А. В., Савченко В. В. Известия высших учебных заведений. Радиоэлектроника. 2005. № 3. С. 10-18.

Added: Jun 9, 2012

Ритуалы в медиатизированном обществе

Черных А. И. Политическая теория и политический анализ. WP14. Высшая школа экономики, 2012. № 03.

Added: May 3, 2012

Социальный капитал и экономические представления российских и китайских студентов

Татарко А. Н. Психология образования в поликультурном пространстве. 2012. Т. 17. № 1. С. 47-55.

Added: Sep 12, 2012

Культура русской диаспоры: эмиграция и мифы. Сборник статей

Таллинн: Таллинн, 2012.

Added: Dec 26, 2012

Императорская Россия

Анисимов Е. В. СПб.: Питер, 2008.

Added: Dec 15, 2012

In Search of the New "Turns": History and Theory in the 21 st century

Savelieva I. M. Humanities. HUM. Basic Research Programme, 2011. No. 02.

This study researches some of the most recent theories (elaborated by historians and social scientists) applied to the practice of historical research. The object of this research includes ideas, concepts, notions, methods of scholarly analysis of past social reality, as well as the emergence of new interdisciplinary fields, mutual borrowings and interventions. In this connection, the opposite process — the historization of some very disparate disciplinary discourses — is briefly addressed. It includes especially historical aspects of anthropology and sociology in the coming century. The research is based on information from journals specialized in history and theory, on leading history journals which demonstrate the state of art in various research areas, on sociological journals publishing material on historical sociology and on monographs from 1995—2010.

Added: Apr 12, 2012

Proceedings of the Seventh conference on International Language Resources and Evaluation (LREC'10), Valletta, Malta, 17-23 May 2010

Valletta: ELRA, 2010.

Added: Dec 17, 2012

Персонифицированная легитимность.

Скиперских А. В. Свободная мысль. 2005. № 8. С. 119-203.

Added: Oct 28, 2014

Виртуальные расширения человека: новые основы культуры и бизнеса

Черных А. И. Политическая теория и политический анализ. WP14. Высшая школа экономики, 2012. № 04.

Added: May 11, 2012

Экфрастический дискурс в романе Трейси Шевалье "Девушка с жемчужной сережкой

Тулякова И. И., Бочкарева Н. С. Мировая литература в контексте культуры. 2008. № 3(1). С. 150-154.

Added: Dec 11, 2014