A new method for writer identification of handwritten Farsi documents

Proceedings of the International Conference on Document Analysis and Recognition, ICDAR

Volumn , Issue , 2009, Pages 426-430

  Shahabi, F ^a   Rahmati, M ^a  

^a AMIRKABIR UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

ARABIC DOCUMENT; CO-OCCURRENCE-MATRIX; FEATURE EXTRACTION METHODS; GABOR FILTER; HANDWRITTEN DOCUMENT; HANDWRITTEN TEXTS; MULTI-CHANNEL; TEXTURE IMAGE; VISION SYSTEMS; WRITER IDENTIFICATION;

FEATURE EXTRACTION; IMAGE PROCESSING; SECURITY OF DATA;

METHOD OF MOMENTS;

EID: 71249086017     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2009.290     Document Type: Conference Paper

References (17)

1. S.N. Srihari, H. Arora, S.H. Cha, and Sangjik Lee, "Individuality of handwriting," Journal of Forensic Sciences, vol. 47, no. 4, pp. 1-17, 2002.
2. A. Bensefia, T. Paquet, and L. Heutte, "A writer identification and verification system," Pattern Recognition Letters, vol. 26, issue 13, pp. 2080-2092, 2005.
3. L. Schomaker and M. Bulacu, "Automatic writer identification using connected-component contours and edge-based features of upper-case western script," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 26, no. 6, pp. 787-798, 2004.
4. M. Bulacu, L. Schomaker, and L. Vuurpijl, "Writer identification using edge-based directional features," Seventh Int. Conf. on Document Analysis and Recognition, pp. 937-941, 2003.
5. E.N. Zois and V. Anastassopoulos, "Morphological waveform coding for writer identification," Pattern Recognition, vol. 33, pp. 385-398, 2000.
6. A. Schlapbach and H. Bunke, "Using HMM based recognizers for writer identification and verification," 9th Int. Workshop on Frontiers in Handwriting Recognition, pp. 167-172, 2004.
7. H.E. Said, T.N. Tan, and K.D. Baker, "Personal identification based on handwriting," Pattern Recognition, vol. 33, No. 1, pp. 149-160, 2000.
8. J. Ha, R.M. Haralick and I.T. Phillips, "Document page decomposition by the bounding-box projection techniques," Proc. of Int. Conf. on Document Analysis and Recognition, pp. 1119-1122, 1995.
9. R. Manmatha and L. Rothfeder, "A scale space approach for automatically segmentation words from historical handwritten documents," IEEE Trans. On PAMI, vol. 27, no. 8, pp. 1212-1225, 2005.
10. G.S. Peake and T.N. Tan, "Script and language identification from document images," In Proc. of the BMVC '97, vol. 2, pp. 610-619, 1997.
11. Y. Zhu, T.N. Tan, and Y. Wang, "Font recognition based on global texture analysis," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 23, No. 1, pp. 1192-1200, 2001.
12. P. Kruizinga and N. Petkov, "Nonlinear operator for oriented texture," IEEE Trans. on Image Processing, vol. 8, no. 10, pp. 1395-1407, 1999.
13. D.A. Pollen and S.F. Ronner, "Visual cortical neurons as localized spatial frequency filters," IEEE Trans. on Systems, Man and Cybernetics, vol. 13, no. 5, pp. 907-916, 1983.
14. D.H. Hubel and T.N. Wiesel, "Receptive fields and functional architecture in two nonstriate visual areas 18 and 19 of the cat," J. of Neurophysiology, vol. 28, pp. 229-289, 1956.
15. A.K. Jain and F. Farrokhnia, "Unsupervised texture segmentation using Gabor filters," Pattern Recognition, vol. 24, no. 12, pp. 1167-1186, 1991.
16. T.N. Tan, "Rotation invariant texture features and their use in automatic script identification," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 20, no. 7, pp. 751-756, 1998.
17. T.N. Tan, "Texture feature extraction via visual cortical channel modelling," Proc. of 11th IAPR Int. conf. on Pattern Recognition, vol. 3, pp. 607-610, 1992.