Abstract
Writer identification using handwritten documents is an interesting field in image processing and machine vision. Many researchers have presented methods to do this, but most of these methods are based on English language. In this paper we have presented a method to identify writer of Persian (Farsi) handwritten documents. The proposed method is based on new filter which we called it extended Gabor filter. This method has no constraint on input data and the experimental results showed that the proposed method worked well.
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
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Soleymani Baghshah, M., Bagheri Shouraki, S., Kasaei, S.: A Novel Fuzzy Classifier Using Fuzzy LVQ to Recognize Online Persian Handwriting. In: 2nd IEEE conference on Information and communication Technology(ICTTA) (2006)
Shahabi, F., Rahmati, M.: Comparison of Gabor-Based Features for Writer Identification of Farsi/Arabic Handwriting. In: Tenth International workshop on Frontiers in Handwritten Recognition, La Baule, France (2006)
Shiv Naga Prasad, V., Domke, J.: Gabor Filter Visualization,Technical Report, University of Maryland (2005)
Cha, S.-H., Tappert, C.C.: Automatic Detection of Handwriting Forgery. In: Eighth International workshop on Frontiers in Handwritten Recognition (2002)
Schomaker, M.B.L.: Analysis of texture and connected-component contours for the automatic identification of writers. In: 16th Belgium-Netherland conference on Artificial Intelligence (2004)
Schomaker, L.: Advances in Writer identification and verification. In: 9th International conference on Document analysis and Recognition (ICDAR) (2007)
Zhu, Y., Tan, T., Wang, Y.: Biometric Personal Identification Based on Handwriting. In: 15th international conference on Pattern Recognition (2000)
Schlapbach, A., Bunke, H.: Writer Identification Using an HMM-Based Handwriting Recognition System: To Normalize the Input or Not? In: 12th Conf. of the Int. Graphonomics Society, Salerno, Italy, June 26–29, 2005, pp. 138–142 (2005)
Said, H.E.S., Peake1, G.S., Tan, T.N., Baker, K.D.: Writer Identification from Non-uniformly Skewed Handwriting Images. In: Proc. of the 9th British Machine Vision Conference (1999)
van der Maaten Eric Postma, L.: Improving Automatic Writer Identification. In: 17th Belgium-Netherland conference on Artificial Intelligence (2005)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Helli, B., Moghadam, M.E. (2008). Persian Writer Identification Using Extended Gabor Filter. In: Campilho, A., Kamel, M. (eds) Image Analysis and Recognition. ICIAR 2008. Lecture Notes in Computer Science, vol 5112. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-69812-8_57
Download citation
DOI: https://doi.org/10.1007/978-3-540-69812-8_57
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-69811-1
Online ISBN: 978-3-540-69812-8
eBook Packages: Computer ScienceComputer Science (R0)