International Journal of Recent Trends in Engineering & Research

online ISSN

GURMUKHI CHARACTER RECOGNITION USING NEURO-FUZZY WITH EIGEN FEATURE

Publication Date : 30/09/2017

DOI : 10.23883/IJRTER.2017.3440.D72RM


Author(s) :

GAGANDEEP KAUR , Mehak Aggarwal.


Volume/Issue :
Volume 3
,
Issue 9
(09 - 2017)



Abstract :

Optical character recognition, abbreviated as OCR, is the process of converting the images of handwritten, typewritten or printed text (usually captured by a scanner) into machine editable text or computer process able format, such as ASCII code. Many techniques has been proposed in this field the most of the work done in the field is in the transformation based feature extraction also some of the researcher use the ANN soft computing technique for the classification.In this work Offline character recognition for Gurmukhi lipi has been done using eigen feature. In order to establish correctness 3 different fonts of Gurmukhi lipi has been used. We have done training and testing over multiple samples. In proposed approach a trial has been made to give maximum accuracy in recognition.


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