Text-independent persian writer identification using fuzzy clustering approach

Proceedings - 2009 International Conference on Information Management and Engineering, ICIME 2009

Volumn , Issue , 2009, Pages 728-731

  Sadeghi ram, Soheila ^a   Moghaddam, Mohsen Ebrahimi ^a  

^a SHAHID BEHESHTI UNIVERSITY   (Iran)

Author keywords

Fuzzy clustering; Gradient features; Grapheme features; Writer identification

Indexed keywords

AREA FEATURE; CLASSIFICATION AND CLUSTERING; FUZZY APPROACH; GRADIENT FEATURE; GRADIENT FEATURES; GRAPHEME FEATURES; HANDWRITTEN TEXTS; PERSIANS; WRITER IDENTIFICATION;

FUZZY SYSTEMS; INFORMATION MANAGEMENT;

FUZZY CLUSTERING;

EID: 70349487177     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIME.2009.71     Document Type: Conference Paper

References (12)

1. E.B.A. Najoua, And S. Gazzahl, "Neural networks and support vector machines for writer identification using Arabic scripts", International Conference on Machine Intelligence, 2005.
2. A. Al-Dmour, And Abu Zitar, R., "Arabic writer identification based on hybrid spectral-statistical measures", Journal of Experimental & Theoretical Artificial Intelligence, 2007.
3. F. Shahabi, And M. Rahmati, " Comparison of Gabor-based features for writer identification of Farsi/Arabic handwriting", Proc. 10th IWFHR, La Baule, France, pp. 0ε0.00̇, 2006.
4. B. Helli, And M. Ebrahimi moghadam, "Persian Writer Identification using Extended Gabor Filter", International conference on Image Analysis and Recognition (ICIAR), 2008.
5. B. Helli, And M. Ebrahimi moghadam",A text-independent Persian writer identification system using LCS based classifier", IEEE International Symposium on Signal processing and Information Technology (ISSPIT), 2008.
6. A. Nosary, L. Heutte, and T. Paquet, "Defining writer's invariants to adapt the recognition task", Proc. the 5th International Conference on Document Analysis and Recognition, pp. 570-579, 1999.
7. J.T., Favata, G., Srikantan, And S.N. Srihari, "Handprinted Character/Digit Recognition using a Multiple Feature/Resolution philosophy", Proc. IWFHR 1994, pp. 57-66.
8. Z. Yen, R. Langari, "Fuzzy Logic Intelligence, Control, and Information", Pearson Education, 2003.
9. F. Shahabi nejad, and M. Rahmati, "A New Method for Writer Identification and Verification Based on Farsi/Arabic Handwritten Texts" , Ninth International Conference on Document Analysis and Recognition (ICDAR), Vol. 2, pp. 829-833, 2007.
10. M. Alata, M. Molhim, and A. Ramini, "Optimizing of Fuzzy C-Means Clustering Algorithm Using GA", Proc. world academy of science,
11. engineering and technology, WASET, VOL. 29. pp. 1307-6884, 2008.
12. A. Bensefia, T. Paquet, and L. Heutte, "A writer identification and verification system", Pattern Recognition Letters, In Press, 2005.