Title :
Cross-correlation-based image matching of coins
Author :
A. Gavrijaševa;A. Mõlder;O. Märtens;C. Kyrkou;T. Theocharides
Author_Institution :
Thomas Johann Seebeck Department of Electronics, TUT, Ehitajate tee 5, 19086 Tallinn, Estonia
Abstract :
Grey-scale multiresolution cross-correlation, combined with Canny edge detection algorithms, has been proposed and investigated for relatively simple and efficient coin recognition and matching algorithm. First experiments and investigations of the proposed solution show promising results. Also an overview of the alternative or complimentary image matching by support vector machines algorithm has been given in the paper. Finally, ideas for further improvement of the efficiency of the proposed solution are discussed.
Keywords :
"Correlation","Support vector machines","Image matching","Algorithm design and analysis","Signal processing algorithms","Image recognition"
Conference_Titel :
Electronics Conference (BEC), 2012 13th Biennial Baltic
Print_ISBN :
978-1-4673-2775-6
DOI :
10.1109/BEC.2012.6376881