Title :
A brief review and survey of feature extraction methods for Devnagari OCR
Author :
Holambe, Anilkumar N. ; Thool, Ravindra C. ; Jagade, S.M.
Author_Institution :
Dept. of Inf. Technol., Coll. of Eng., Osmanabad, India
Abstract :
This paper presents an overview of feature extraction and selection methods for recognition of numerals & characters (Devnagari). Selection of a feature extraction method is probably the single most important factor in achieving high recognition performance in character recognition systems.
Keywords :
feature extraction; optical character recognition; Devnagari OCR; character recognition systems; feature extraction methods; numeral recognition; selection methods; Character recognition; Feature extraction; Handwriting recognition; Polynomials; Support vector machines; Training; Devnagari; Feature Selection; Feature extraction; Morphological; classification;
Conference_Titel :
ICT and Knowledge Engineering (ICT & Knowledge Engineering), 2011 9th International Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-1-4577-2161-8
DOI :
10.1109/ICTKE.2012.6152421
