Script identification from trilingual documents using profile based features

International Journal of Computer Science and Applications

Volumn 7, Issue 4, 2010, Pages 16-33

  Padma, M C ^a   Vijaya, P A ^b  

^a PES COLLEGE OF ENGINEERING   (India)

^b MALNAD COLLEGE OF ENGINEERING   (India)

Author keywords

Bottom profile; Feature extraction; K Nearest neighbor classifier; Multilingual document processing; Script identification; Top profile

Indexed keywords

EID: 78049381662     PISSN: 09729038     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (26)

1. Andrew Busch; Wageeh W. Boles and Sridha Sridharan, (2005), Texture for Script Identification, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, No. 11, pp. 1720-1732.
2. Basavaraj Patil S. and Subbareddy N.V., (2002), Neural network based system for script identification in Indian documents, Sadhana Vol. 27, Part 1, 83-97.
3. Dhandra B.V., Nagabhushan P., Mallikarjun Hangarge, Ravindra Hegadi, Malemath V.S., (2006), Script Identification Based on Morphological Reconstruction in Document Images, The 18th International Conference on Pattern Recognition (ICPR'06), Vol.No. 11-3, 950-953.
4. Dhanya D., Ramakrishnan A.G. and Pati P.B., (2002), Script identification in printed bilingual documents, Sadhana, vol. 27, 73-82.
5. th ICDAR, 1023-1027.
6. Gopal Datt Joshi, Saurabh Garg, and Jayanthi Sivaswamy, (2006), Script Identification from Indian Documents, H. Bunke and A.L. Spitz (Eds.): DAS 2006, LNCS 3872, 255-267.
7. Hiremath P S and S Shivashankar, "Wavelet Based Co-occurrence Histogram Features for Texture Classification with an Application to Script Identification in a Document Image", Pattern Recognition Letters 29, 2008, pp 1182-1189
8. Hochberg J., Kerns L., Kelly P. and Thomas T., (1997), Automatic script identification from images using cluster based templates, IEEE Trans. Pattern Anal. Machine Intell. Vol. 19, No. 2, 176-181.
9. Lijun Zhou, Yue Lu and Chew Lim Tan, (2006), Bangla/English Script Identification based on Analysis of Connected component Profiles, Proc. 7th IAPR workshop on Document Analysis System, New land, 234-254.
10. Nagabhushan P., Angadi S.A. and Anami B.S., (2005), An Intelligent Pin code Script Identification Methodology Based on Texture Analysis using Modified Invariant Moments, Proc. of ICCR, 615-623.
11. Padma M.C. and Nagabhushan P., (2002), Horizontal and Vertical Linear Edge Features as Useful Clues in the Discrimination of Multilingual (Kannada, Hindi and English) Machine Printed Documents, proc. of National Workshop on Computer Vision, Graphics and Image Processing (WVGIP), 204-209.
12. Pal U. and Chaudhuri B.B., (2003), Script line identification from Multi script documents, IETE journal Vol. 49, No 1, 3-11.
13. Pal U and B. B. Chaudhuri, "Automatic separation of Roman, Devnagari and Telugu script lines", Advances in Pattern Recognition and Digital techniques, pp. 447-451, 1999.
14. th Int. Conf. on Document Analysis and Recognition (IEEE Comput. Soc. Press), 406-409.
15. Pal U., Sinha S. and Chaudhuri B.B., (2003), Multi-Script Line identification from Indian Documents, Proceedings of the Seventh International Conference on Document Analysis and Recognition, 880-884, 0-7695-1960-1/03 © 2003 IEEE.
16. Peake G.S. and Tan T.N., (1977), Script and Language Identification from Document Images, Proc. Workshop Document Image Analysis, vol. 1, 10-17.
17. Peeta Basa Pati, S. Sabari Raju, Nishikanta Pati and A. G. Ramakrishnan, "Gabor filters for Document analysis in Indian Bilingual Documents", 0-7803-8243-9/04/ IEEE, IClSlP, pp. 123-126, 2004.
18. Rafael C. Gonzalez, Richard E. Woods and Steven L. Eddins, (2004), Digital Image Processing using MATLAB, Pearson Education.
19. Ramachandra Manthalkar and Biswas P.K., (1997), An Automatic Script Identification Scheme for Indian Languages, IEEE Tran. on Pattern Analysis And Machine Intelligence, vol.19, no.2, 160-164.
20. Santanu Chaudhury, Gaurav Harit, Shekar Madnani, Shet R.B., (2000), Identification of scripts of Indian languages by Combining trainable classifiers", Proc. of ICVGIP, India.
21. Shivakumar, Nagabhushan, Hemanthkumar, Manjunath, (2006), Skew Estimation by Improved Boundary Growing for Text Documents in South Indian Languages, VIVEK -International Journal of Artificial Intelligence, Vol. 16, No. 2, pp 15-21.
22. Spitz A. L., (1994), Script and language determination from document images, Proc. of the 3rd Annual Symposium on Document Analysis and Information Retrieval, Las Vegas, Nevada, 229-235.
23. Srinivas Rao Kunte R. and Sudhakar Samuel R.D., (2002), A Neural Approach in On-line Script Recognition for Telugu Language Employing Wavelet Features, National Workshop on Computer Vision, Graphics and Image Processing (WVGIP), 188-191.
24. Tan T. N., (1998): Rotation invariant texture features and their use in automatic script identification, IEEE Trans. Pattern Anal. Machine Intell. PAMI, Vol.20, No. 7, 751-756.
25. Vipin Gupta, G.N. Rathna, K.R. Ramakrishnan,: A Novel Approach to Automatic Identification of Kannada, English and Hindi Words from a Trilingual Document, Int. conf. on Signal and Image Processing, Hubli, pp. 561-566, (2006).
26. Wood S. L.; Yao X.; Krishnamurthy K. and Dang L., (1995): Language identification for printed text independent of segmentation, Proc. Int. Conf. on Image Processing, 428-431, IEEE 0-8186-7310-9/95.