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Seventh International Conference on Document Analysis and Recognition (ICDAR'03) - Volume 1
A Bilingual OCR for Hindi-Telugu Documents and its Applications
Edinburgh, Scotland
August 03-August 06
ISBN: 0-7695-1960-1
| ASCII Text | x | ||
| C. V. Jawahar, M. N. S. S. K. Pavan Kumar, S. S. Ravi Kiran, "A Bilingual OCR for Hindi-Telugu Documents and its Applications," Document Analysis and Recognition, International Conference on, vol. 1, pp. 408, Seventh International Conference on Document Analysis and Recognition (ICDAR'03) - Volume 1, 2003. | |||
| BibTex | x | ||
| @article{ 10.1109/ICDAR.2003.1227699, author = {C. V. Jawahar and M. N. S. S. K. Pavan Kumar and S. S. Ravi Kiran}, title = {A Bilingual OCR for Hindi-Telugu Documents and its Applications}, journal ={Document Analysis and Recognition, International Conference on}, volume = {1}, year = {2003}, isbn = {0-7695-1960-1}, pages = {408}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICDAR.2003.1227699}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Document Analysis and Recognition, International Conference on TI - A Bilingual OCR for Hindi-Telugu Documents and its Applications SN - 0-7695-1960-1 SP EP A1 - C. V. Jawahar, A1 - M. N. S. S. K. Pavan Kumar, A1 - S. S. Ravi Kiran, PY - 2003 KW - null VL - 1 JA - Document Analysis and Recognition, International Conference on ER - | |||
This paper describes the character recognition process from printed documents containing Hindi and Telugu text. Hindi and Telugu are among the most popular languages in India. The bilingual recognizer is based on Principal Component Analysis followed by support vector classification. This attains an overall accuracy of approximately 96.7%. Extensive experimentation is carried out on an independent test set of approximately 200000 characters. Applications based on this OCR are sketched.
Citation:
C. V. Jawahar, M. N. S. S. K. Pavan Kumar, S. S. Ravi Kiran, "A Bilingual OCR for Hindi-Telugu Documents and its Applications," icdar, vol. 1, pp.408, Seventh International Conference on Document Analysis and Recognition (ICDAR'03) - Volume 1, 2003
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