A writer identification method based on XGabor and LCS

IEICE Electronics Express

Volumn 6, Issue 10, 2009, Pages 623-629

  Helli, Behzad ^a   Moghaddam, Mohsen Ebrahimi ^a  

^a SHAHID BEHESHTI UNIVERSITY   (Iran)

Author keywords

Gabor; LCS; Writer identification; XGabor

Indexed keywords

CLASSIFICATION METHODS; FEATURE VECTORS; GABOR; LCS; LONGEST COMMON SUBSEQUENCES; PERSIANS; RESEARCH FIELDS; SEQUENCE SIMILARITY; WRITER IDENTIFICATION; XGABOR;

COMPUTER SIMULATION LANGUAGES; FEATURE EXTRACTION; LINGUISTICS;

QUERY LANGUAGES;

EID: 67649625316     PISSN: None     EISSN: 13492543     Source Type: Journal    
DOI: 10.1587/elex.6.623     Document Type: Article

References (11)

1. B. Helli and M. E. Moghadam, "Persian Writer Identification using Extended Gabor Filter," Int. Conf. Image Analysis and Recognition (ICIAR), 2008.
2. Z. He, X. You, and Y. Y. Tang, "Writer identification of Chinese handwriting documents using hidden Markov tree model," Pattern Recognition Journal, vol. 41, pp. 1295-1307, 2008-06-15.
3. M. Bulacu and L. Schomaker, "Text-independent writer identification and verification using textural and allographic features," IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 29, no. 4, pp. 701-717, April 2007. Special Issue - Biometrics: Progress and Directions.
4. V. Eglin, S. Bres, and C. Rivero, "Hermit and Gabor transforms for noise reduction and handwriting classification in ancient manuscripts," Int. J. Document Analysis and Recognition (IJDAR), vol. 9, pp. 101-122, DOI 10.1007/s10032-007-0039-z, Springer, 2007.
5. M. Bulacu, L. Schomaker, and A. Brink, "Text-Independent Writer Identification and Verification on Offline Arabic Handwriting," 9th Conf. Document Analysis and Recognition (ICDAR), 2007.
6. M. S. Baghshah, S. B. Shouraki, and S. Kasaei, "A Novel Fuzzy Classifier Using Fuzzy LVQ to Recognize Online Persian Handwriting," 2nd IEEE Conf. Inf. Commun. Technol. (ICTTA), 2006.
7. F. Shahabi and M. Rahmati, "Comparison of Gabor-Based Features for Writer Identification of Farsi/Arabic Handwriting," 10th Int. Workshop on Frontiers in Handwritten Recognition (IWFHR), 2006.
8. V. S. N. Prasad and J. Domke, "Gabor Filter Visualization," Tech. Rep., University of Maryland, 2005.
9. T. H. Cormen, C. E. Leiserson, R. L. Rives, and C. Stein, "Introduction to algorithms," second edition, The MIT Press, 2001.
10. Z. He, X. You, and Y. Y. Tang, "Writer identification of Chinese handwriting documents using hidden Markov tree model," Pattern Recognition Journal, vol. 41, pp. 1295-1307, 2008-06-15.
11. Z. He, X. You, and Y. Y. Tang, "Writer Identification using global wavelet-based features," Neurocomputing, vol.71, pp.1832-1841, Elsevier, 2008.