Writer identification using TF-IDF for cursive handwritten word recognition

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

Volumn , Issue , 2011, Pages 844-848

  Bui, Quang Anh ^a   Visani, Muriel ^a   Prum, Sophea ^a   Ogier, Jean Marc ^a  

^a UNIVERSITY OF LA ROCHELLE   (France)

Author keywords

handwriting recognition; information retrieval; on line signature; Writer identification

Indexed keywords

CURSIVE WORD; HANDWRITING RECOGNITION; HANDWRITTEN WORD RECOGNITION; ONLINE SIGNATURE; WRITER IDENTIFICATION;

INFORMATION RETRIEVAL; VOCABULARY CONTROL;

CHARACTER RECOGNITION;

EID: 82355168399     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2011.173     Document Type: Conference Paper

References (21)

1. S. Prum, M. Visani, and J.-M. Ogier, "Cursive on-line word recognition using a bi-character model for large lexicon applications," in International Conference on Frontiers in Handwriting Recognition (ICFHR), 2010, pp. 194-199.
2. R. Plamondon and G. Lorette, "Automatic signature verification and writer identification - the state of the art," Pattern Recognition, vol. 22, no. 2, pp. 107-131, 1989.
3. A. Schlapbach, Writer Identification and Verification. Dissertations in Artifical Intelligence, 2008, vol. 311. 148 pages.
4. S. N. Srihari, S.-H. Cha, H. Arora et al., "Individuality of Handwriting," Journal of Forensic Sciences, vol. 47, pp. 1-17, 2002.
5. A. Nosary, L. Heutte, T. Paquet et al., "Defining writer's invariants to adapt the recognition task," in International Conference on Document Analysis and Recognition (ICDAR), 1999, pp. 765-768.
6. S. Connel and A. Jain, "Writer adaptation of online handwriting models," IEEE Trans. on PAMI, vol. 24, pp. 329-346, 2002. (Pubitemid 35289350)
7. Z. Huang, K. Ding, L. Jin et al., "Writer adaptive online handwriting recognition using incremental linear discriminant analysis," in ICDAR, 2009, pp. 91-95.
8. H. E. S. Said, T. N. Tan, and K. D. Baker, "Personal identification based on handwriting," Pattern Recognition, vol. 33, pp. 149-160, 2000.
9. M. Bulacu, L. Schomaker, and L. Vuurpijl, "Writer identification using edge-based directional features," in ICDAR, vol. 2, 2003, pp. 937-941.
10. A. Bensefia, T. Paquet, and L. Heutte, "A writer identification and verification system," Pattern Recognition Letters, vol. 26, pp. 2080-2092, 2005.
11. L. Schomaker and M. Bulacu, "Automatic writer identification using connected-component contours and edge-based features of uppercase western script," IEEE Trans. on PAMI, vol. 26, pp. 787-798, 2004.
12. A. Schlapbach and H. Bunke, "Using HMM based recognizers for writer identification and verification," in International Workshop on Frontiers in Handwriting Recognition (IWFHR), 2004, pp. 167-172.
13. B. Li, Z. Sun, and T. Tan, "Online text-independent writer identification based on stroke's probability distribution function,"in Advances in Biometrics, 2007, vol. 4642, pp. 201-210.
14. S. K. Chan, Y. H. Tay, and C. Viard-Gaudin, "Online text independent writer identification using character prototypes distribution," in International Conference on Information, Communications and Signal Processing, 2007, pp. 1-5.
15. G. X. Tan, C. Viard-Gaudin, and A. C. Kot, "Automatic writer identification framework for online handwritten documents using character prototypes," Pattern Recognition, vol. 42, no. 12, pp. 3313-3323, 2009.
16. A. Imdad, S. Bres, V. Eglin et al., "Writer identification using steered hermite features and svm," in ICDAR, vol. 2, 2007, pp. 839-843.
17. R. Pareti and N. Vincent, "Global method based on pattern occurrences for writer identification," in IWFHR, 2006.
18. I. Siddiqi and N. Vincent, "Text independent writer recognition using redundant writing patterns with contour-based orientation and curvature features," Pattern Recognition, vol. 43, pp. 3853-3865, 2010.
19. A. Bensefia, A. Nosary, T. Paquet et al., "Writer identification by writer's invariants," in IWFHR, 2002, pp. 274-279.
20. S. Prum, M. Visani, and J.-M. Ogier, "On-line handwriting word recognition using a bi-character model," in International Conference on Pattern Recognition (ICPR), 2010, pp. 2700-2703.
21. C. Viard-Gaudin, P.-M. Lallican, S. Knerr et al., "The ireste on/off (ironoff) dual handwriting database," in ICDAR, 1999, pp. 455-458.