• DocumentCode
    3325344
  • 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
  • fYear
    2012
  • fDate
    12-13 Jan. 2012
  • Firstpage
    99
  • Lastpage
    104
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    ICT and Knowledge Engineering (ICT & Knowledge Engineering), 2011 9th International Conference on
  • Conference_Location
    Bangkok
  • Print_ISBN
    978-1-4577-2161-8
  • Type

    conf

  • DOI
    10.1109/ICTKE.2012.6152421
  • Filename
    6152421
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3325344