Title :
Zone Identification for Gujarati Handwritten Word
Author :
Patel, Chhaya ; Desai, Apurva
Author_Institution :
MCA Dept., Anand Inst. of Inf. Sci., Anand, India
Abstract :
The research activity related to Optical Character Recognition (OCR) for almost all Indian languages needs more attention. The Gujarati language is no exception. This paper describes an important phase of OCR namely zone identification for Gujarati words. The zone identification is used to extract modifiers in the upper side of the base character called upper zone containing upper modifiers and lower side of the base character called lower zone containing lower modifiers. Detection of upper zone and lower zone will lead to detection of middle zone which contains most of the basic characters, conjunct characters and few modifiers, if any, as part of middle zone. The paper describes a process based on distance transform for identifying various zones for handwritten Gujarati words.
Keywords :
handwritten character recognition; natural language processing; optical character recognition; Gujarati handwritten word; Gujarati language; Indian languages; base character; lower modifiers; lower zone; middle zone detection; modifier extraction; optical character recognition; upper modifiers; upper zone; zone identification; Accuracy; Character recognition; Handicapped aids; Noise; Optical character recognition software; Transforms; Writing; distance transform; lower zone; middle zone; shirolekha; upper zone; zone identification;
Conference_Titel :
Emerging Applications of Information Technology (EAIT), 2011 Second International Conference on
Conference_Location :
Kolkata
Print_ISBN :
978-1-4244-9683-9
DOI :
10.1109/EAIT.2011.47