Abstract
Due to advancement in digital technology, handwritten Character recognition plays a significant role for interaction between human and computer. For recognition of handwritten character a standard database is required. There is no benchmark data base of Devnagari script in Hindi with matra’s (modifiers). A database for off-line Hindi handwritten character with modifier is developed. The database consist more than 23000 images of their original size with programmatically segmented consonant and vowels. The Data set is collected from persons of different gender, age, profession and educational qualification. Data are also collected from person of different geographical location of India.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Pal, U., Chaudhuri, B.B.: Automatic separation of machine-printed and hand-written text lines. In: Proceedings of ICDAR IEEE, pp. 645–648 (1999)
Plamondon, R., Srihari, S.N.: On-line and off-line handwriting recognition: a comprehensive survey. IEEE Trans. Pattern Anal. Mach. Intell., 63–84 (2000)
Marti, U.V., Bunke, H.: The IAM-database: and English sentence database for offline handwritingrecognition. In: Int. J. Document Anal. Recognit., 39–46 (2002)
Sagheer, M.W., He, C.L., Nobile, N., Suen, C.Y.: A new large Urdu database for off-line handwriting recognition. In: Proceedings of ICIAP Springer, pp. 538–546 (2009)
Wang, D.H., Zhou, X.D.: CASIA-OLHWDB1: a database of online handwritten chinese characters. In: Proceedings of ICDAC IEEE, pp. 1206–1210 (2009)
Llorens, D, Prat, F., Marzal, A., Vilar, J.M.: The UJIpenchars Database: A Pen-Based Database of Isolated Handwritten Characters, pp. 2647–2651
Nakagawal, M., Matsumotol, K.: Collection of on-line handwritten Japanese character patterndatabases and their analyses. IJDAR, 69–81 (2004)
Bhattacharya, U., Chaudhuri, B.B.: HN databases of Indian scripts and multistage recognition of mixed numerals. IEEE Trans. Pattern Anal. Mach. Intell. 444–457 (2009)
Chaudhuri, B.B.: A Complete Handwritten Numeral Database of Bangla—A Major Indic Script. CVPR Unit, Indian Statistical Institute, Kolkata-108, India
Suen, C.Y., Nadal, C.: Computer recognition ofunconstrained handwritten numerals. Proc. IEEE 80(7), 1–6 (1992)
Sharma, N., Pal, U., Kimura, F., Pal, S.: Recognition of off-line handwritten devnagari characters using quadratic classifier. In: Proceedings of the ICVGIP, pp. 805–816 (2006)
Sarkar, R., Basu, K.: MATERdb1: a database of unconstrained handwritten Bangla and Bangla–English mixed document image. IJDAR (Springer), 1–5 (2012)
Aggarwal, A., Rani, R.: Handwritten Devanagari character recognition using gradient features. Int. J. Adv. Res. CSE, 85–90 (2012)
Al-Ma’adeed, S., Elliman, D., Higgins, C.: A data base for arabic handwritten text recognition research. Int. Arab J. Inf. Technol. 117–121 (2004)
Hull, J.J.: A database for handwritten text recognition research. IEEE Trans. Pattern Anal. Mach. Intell. 16, 550–554 (1994)
Dongre, V.J., Mankar, V.H.: Development of comprehensive Devnagari numeral and character database for offline HCR. Proc. ACI Soft Comput., 1–5 (2012)
Ramdan, J., Omar, K., Faidzul, M., Mady, A.: Arabic handwriting database for text recognition. In: Proceedings of the 4th International Conference on Electrical Engineering and Informatics, pp. 580–584 (2013)
Liwicki, M., Bunke, H.: IAM-OnDB—An on-line English sentence database acquired from handwritten text on a whiteboard.http://www.iam.unibe.ch/˜fki/iamondb/
Aryan, P.R., Supriana, I., Purwarianti, A.: Development of Indonesian Handwritten Text Databaseoffline Character Recognition. In: International Conference on Electrical Engineering and Informatics, pp. 1–5 (2011)
Bhattacharya, U., Chaudhuri, B.B.: Databases for research on recognition of handwritten characters of Indian scripts. In: Proceedings of the 8th ICDAR, pp.789–793 (2005)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer India
About this paper
Cite this paper
Nehra, M.S., Neeta Nain, Mushtaq Ahmed (2016). Handwritten Devnagari Script Database Development for Off-Line Hindi Character with Matra (Modifiers). In: Afzalpulkar, N., Srivastava, V., Singh, G., Bhatnagar, D. (eds) Proceedings of the International Conference on Recent Cognizance in Wireless Communication & Image Processing. Springer, New Delhi. https://doi.org/10.1007/978-81-322-2638-3_27
Download citation
DOI: https://doi.org/10.1007/978-81-322-2638-3_27
Published:
Publisher Name: Springer, New Delhi
Print ISBN: 978-81-322-2636-9
Online ISBN: 978-81-322-2638-3
eBook Packages: EngineeringEngineering (R0)