CORRELATION METHODS FOR IMAGE RECOGNITION BY VOTING SYSTEMS FRAGMENTS

Authors

  • V. A. Gorokhovatskiy Kharkiv National University of Radioelectronics, Ukraine
  • Ye. O. Peredriy Kharkiv National University of Radioelectronics, Ukraine

Abstract

The results of the application of voting procedures in correlation methods of image recognition are shown. The ways of construction systems of fragments are studied. The recognition problem is formalized. The variety of voting procedures, the ways of choosing fragment characteristics and the establishment of the conformity between them are analyzed. The efficiency of the suggested approach is confirmed by the experimental results.

References

Гороховатский В.А. Распознавание изображений в условиях неполной информации. – Харьков: ХНУРЭ, 2003. – 112с.

Баклицкий В.К., Бочкарев А.М., Мусьяков М.П. Методы фильтрации сигналов в корреляционно-экстремальных системах навигации.- Москва: Радио и связь, 1986.- 216с.

Гороховатский В.А. Структурно-иерархические методы определения сходства изображений объектов // АСУ и приборы автоматики, 2005, вып.131, с. 55-62.

Шапиро Л., Стокман Дж. Компьютерное зрение. Пер. с англ. – М.: Бином. 2006. – 752 с.

Гороховатский В.А. Применение процедур голосования в структурных методах распознавания визуальных объектов // Вестник НТУ ХПИ. Системный анализ, управление и информационные технологии, 2006, №39. – С.132–140.

Kim S., Kweon I.-S. Biologically motivated perceptual feature: Generalized robust invariant feature. – In Asian Conference of Computer Vision (ACCV-06), 2006, P. 305-314.

Путятин Е.П., Гороховатский В.А., Кузьмин С.В. Распознавание изображений в пространстве инвариантных локальных признаков // Радиоэлектроника и информатика. – 2006, №1(32). – С. 69–73.

Путятин Е.П., Аверин С.И. Обработка изображений в робототехнике. – М.: Машиностроение, 1990.- 320с.

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Published

2008-09-10

How to Cite

Gorokhovatskiy, V. A., & Peredriy, Y. O. (2008). CORRELATION METHODS FOR IMAGE RECOGNITION BY VOTING SYSTEMS FRAGMENTS. Radio Electronics, Computer Science, Control, (1). Retrieved from http://ric.zntu.edu.ua/article/view/23556

Issue

No. 1 (2009): Radio Electronics, Computer Science, Control

Section

Mathematical and computer modelling

License

Copyright (c) 2014 V. A. Gorokhovatskiy, Ye. O. Peredriy

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