DocumentCode
3020246
Title
Challenges in OCR of Devanagari documents
Author
Kompalli, Suryaprakash ; Nayak, Sankalp ; Setlur, Srirangaraj ; Govindaraju, Venu
Author_Institution
CEDAR, Univ. at Buffalo, Amherst, NY, USA
fYear
2005
fDate
29 Aug.-1 Sept. 2005
Firstpage
327
Abstract
OCR of Devanagari script presents a wide range of challenges that are not seen in Latin based scripts. This paper outlines the implementation of a neural network based Devanagari OCR. Experimental results on a standard data set are reported and analyzed.
Keywords
document handling; natural languages; neural nets; optical character recognition; Devanagari OCR documents; Latin based scripts; neural network; standard data set; Character generation; Character recognition; Frequency; Image segmentation; Neural networks; Optical character recognition software; Optical computing; Robustness; Software libraries; Venus;
fLanguage
English
Publisher
ieee
Conference_Titel
Document Analysis and Recognition, 2005. Proceedings. Eighth International Conference on
ISSN
1520-5263
Print_ISBN
0-7695-2420-6
Type
conf
DOI
10.1109/ICDAR.2005.70
Filename
1575563
Link To Document