Title :
Implementation of number recognition using adaptive template matching and feature extraction method
Author :
Machhale, Ketan S. ; Zode, Pradnya P. ; Zode, Pravin P.
Author_Institution :
Dept. of Electron. Eng., Yeshwantrao Chavan Coll. of Eng., Nagpur, India
Abstract :
In recent years research towards number recognition is getting increasing attention. Many approaches have been proposed by the researchers towards number recognition and many recognition systems for numerals are available in the literature. In this paper we propose an adaptive template matching and feature extraction using curvelet transform for the recognition of numerals. The advantage of our approach is we get the best of the two results at its output.
Keywords :
character recognition; curvelet transforms; feature extraction; image matching; adaptive template matching; curvelet transform; feature extraction; number recognition; Adaptive filters; Character recognition; Feature extraction; Image edge detection; Transforms; Digital curvelet transform; Number/character recognition; adaptive template matching; feature extraction;
Conference_Titel :
Communication Systems and Network Technologies (CSNT), 2012 International Conference on
Conference_Location :
Rajkot
Print_ISBN :
978-1-4673-1538-8
DOI :
10.1109/CSNT.2012.49