Title :
On developing high accuracy OCR systems for Telugu and other Indian scripts
Author :
Bhagvati, Chakravarthy ; Ravi, Tanuku ; Kumar, S. Mohan ; Negi, Atul
Author_Institution :
Dept. of Comput. & Inf. Sci., Hyderabad Univ., India
Abstract :
In this paper we list a number of factors that are important in achieving high recognition accuracy in OCR systems for Telugu and other Indian scripts. While it is relatively easy to obtain 85%-93% accuracy, it becomes increasingly difficult to improve the performance further We discuss how the factors presented in this paper helped achieve an accuracy of nearly 97% with our OCR system for Telugu script. It is expected that these factors are specific not only to Telugu but also work for other Indian scripts in general and south Indian scripts in particular.
Keywords :
optical character recognition; Hindi; Indian scripts; OCR systems; Optical Character Recognition systems; Telugu; Acoustical engineering; Character recognition; Collaboration; Error correction; Government; Optical character recognition software; Shape; System performance; World Wide Web;
Conference_Titel :
Language Engineering Conference, 2002. Proceedings
Print_ISBN :
0-7695-1885-0
DOI :
10.1109/LEC.2002.1182286