Доступ предоставлен для: Guest
Портал Begell Электронная Бибилиотека e-Книги Журналы Справочники и Сборники статей Коллекции
Telecommunications and Radio Engineering
SJR: 0.203 SNIP: 0.44 CiteScore™: 1

ISSN Печать: 0040-2508
ISSN Онлайн: 1943-6009

Выпуски:
Том 79, 2020 Том 78, 2019 Том 77, 2018 Том 76, 2017 Том 75, 2016 Том 74, 2015 Том 73, 2014 Том 72, 2013 Том 71, 2012 Том 70, 2011 Том 69, 2010 Том 68, 2009 Том 67, 2008 Том 66, 2007 Том 65, 2006 Том 64, 2005 Том 63, 2005 Том 62, 2004 Том 61, 2004 Том 60, 2003 Том 59, 2003 Том 58, 2002 Том 57, 2002 Том 56, 2001 Том 55, 2001 Том 54, 2000 Том 53, 1999 Том 52, 1998 Том 51, 1997

Telecommunications and Radio Engineering

DOI: 10.1615/TelecomRadEng.v75.i2.50
pages 155-168

INTELLECTUAL DATA PROCESSING AND SELF-ORGANIZATION OF STRUCTURAL FEATURES AT RECOGNITION OF VISUAL OBJECTS

V. A. Gorokhovatskiy
Kharkiv Educational and Scientific Institute of State Higher Educational Institution (SHEI) "Banking University" Kharkiv, Ukraine
A. V. Gorokhovatskiy
Simon Kuznets Kharkiv National University of Economics, 9-A Nauka Ave., Kharkiv 61166, Ukraine
A. Ye. Berestovsky
Kharkiv National University of Radio Engineering and Electronics, 14, Lenin Ave, Kharkiv, 61166, Ukraine

Краткое описание

The issues of enhancing efficiency of the structural image recognition methods in the computer vision systems are discussed. For the purpose of compression of the space of signs it is suggested to perform self-learning with application of Kohonen network. As the result, it is developed a more efficient in terms of processing fast-action method of recognition based on cluster vector description of the standards. The computer simulation results are provided for estimation of the quality of recognition for a variety of processing options in the application image database.


Articles with similar content:

SELF-LEARNING METHODS IN THE SPACE OF IMAGE STRUCTURAL SIGN CRITERIONS
Telecommunications and Radio Engineering, Vol.74, 2015, issue 18
V. A. Gorokhovatskiy, A. Ye. Berestovsky, Ye. P. Putyatin
IMAGE CLASSIFICATION METHODS IN THE SPACE OF DESCRIPTIONS IN THE FORM OF A SET OF THE KEY POINT DESCRIPTORS
Telecommunications and Radio Engineering, Vol.77, 2018, issue 9
Volodymyr A. Gorokhovatskyi
SPATIAL AND STATISTICAL ANALYSIS AND PROCESSING OF FRAGMENTS ENSEMBLE OF IMAGE STRUCTURAL DESCRIPTION IN RECOGNITION OF VISUAL OBJECTS
Telecommunications and Radio Engineering, Vol.78, 2019, issue 14
S. V. Gadetska, V. О. Gorokhovatskyi
HASHING OF STRUCTURAL DESCRIPTIONS AT BUILDING OF THE CLASS IMAGE DESCRIPTOR, COMPUTING OF RELEVANCE AND CLASSIFICATION OF THE VISUAL OBJECTS
Telecommunications and Radio Engineering, Vol.77, 2018, issue 13
Ye. О. Peredrii, A. V. Gorokhovatskiy, Volodymyr A. Gorokhovatskyi
Application of Methods of Multicriteria Analysis to Decision Making in Automated Control Systems
Journal of Automation and Information Sciences, Vol.39, 2007, issue 9
Alexey A. Pisarchuk, Sergey V. Kovbasyuk