DocumentCode
2032686
Title
Usage of maximum likelihood estimation of correlatoin dimension in detecting edges of objects on radio images
Author
Parshin, A.Yu. ; Parshin, Yu.N.
Author_Institution
Ryazan State Radio Eng. Univ., Ryazan, Russia
fYear
2013
fDate
8-14 Sept. 2013
Firstpage
1165
Lastpage
1166
Abstract
An algorithm of edge detection of fractal dimension variance is created by maximum likelihood method. Given prior uncertainty of fractal dimension values, an adaptive algorithm of edge separation using correlation dimension estimates obtained by observed data is proposed. An analysis of synthesized algorithms is carried out for the conditions of complete and incomplete a priori information.
Keywords
correlation methods; edge detection; maximum likelihood estimation; object detection; correlation dimension estimation; edge separation; fractal dimension variance; maximum likelihood estimation method; object edge detection; radio images; synthesized algorithms; Algorithm design and analysis; Digital images; Educational institutions; Electronic mail; Fractals; Image edge detection; Maximum likelihood estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Microwave and Telecommunication Technology (CriMiCo), 2013 23rd International Crimean Conference
Conference_Location
Sevastopol
Print_ISBN
978-966-335-395-1
Type
conf
Filename
6652710
Link To Document