Title :
Proposal of pattern matching using log autocorrelation on Radon transform
Author :
Hasegawa, Makoto
Author_Institution :
Kinki Univ., Higashihiroshima
Abstract :
A method of pattern matching using logarithmic scaled autocorrelation on Radon transform (LACR) is proposed. The LACR domain is invariable, even if objects are translated in a picture. For object scaling and rotation, the LACR domain is merely translated. Moreover, autocorrelation on the LACR domain becomes invariable in object scaling, translation, and rotation. Objects are identifiable by the autocorrelation on the LACR domain. Differences of size, rotation angle, and position between two objects are estimated using phase-only correlation.
Keywords :
Radon transforms; correlation methods; pattern matching; Radon transform; logarithmic scaled autocorrelation; pattern matching; Autocorrelation; Computer displays; Fourier transforms; Object detection; Object recognition; Pattern matching; Phase detection; Phase estimation; Proposals; Robustness;
Conference_Titel :
Communications and Information Technologies, 2007. ISCIT '07. International Symposium on
Conference_Location :
Sydney,. NSW
Print_ISBN :
978-1-4244-0976-1
Electronic_ISBN :
978-1-4244-0977-8
DOI :
10.1109/ISCIT.2007.4392091