Online text-independent writer identification based on Stroke's probability distribution function

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4642 LNCS, Issue , 2007, Pages 201-210

  Li, Bangyu ^a   Sun, Zhenan ^a   Tan, Tieniu ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

Dynamic features; Stroke's probability distribution function; Text independent; Writer identification

Indexed keywords

DATABASE SYSTEMS; IDENTIFICATION (CONTROL SYSTEMS); OBJECT RECOGNITION; PROBABILITY DENSITY FUNCTION; PROBABILITY DISTRIBUTIONS; TEXT PROCESSING;

STROKE'S PROBABILITY DISTRIBUTION FUNCTION (SPDF); TEXT INDEPENDENT WRITER IDENTIFICATION; WRITER IDENTIFICATION;

FEATURE EXTRACTION;

EID: 38049071591     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74549-5_22     Document Type: Conference Paper

References (20)

1. Plamondon, R., Lorette, G.: Automatic signature verification and writer identification -the state of the art. Pattern Recognition, 107-131 (1989)
2. leclerc, F., Plamondon, R.: Automatic signature verification:the state of the art 1989-1993. International Journal of Pattern Recognition and Artificial Intelligence, 643-660 (1994)
3. Tan, T.N., Said, H., Baker, K.D.: Personal identification based on handwriting. Pattern Recognition, 149-160 (2000)
4. Bahlmann, C., Burkhardt, H.: The writer independent online handwriting recognition system frog on hand and cluster generative statistical dynamic time warping. IEEE Transactions on Pattern Analysis and Machine Intelligenc 1, 299-310 (2004)
5. Schomaker, L., Bulacu, M.: Automatic writer identification using connected-component contours and edge-based features of uppercase western script. IEEE Transactions on Pattern Analysis and Machine Intelligence 6, 787-798 (2004)
6. Wang, Y., Yu, K., Tan, T.: Writer identification using dynamic features. International Conference on Biometrics, 512-518 (July 2004)
7. Messerli, R., Marti, U.V., Bunke, H.: Writer identification using text line based features. In: Internal Conference on Document Anaysis and Recognition, pp. 101-105 (2001)
8. Schomaker, L.R.B., Plamondon, R.: The relation between pen force and pen-point kinematics in handwriting. Biological Cybernetics, 277-289 (1990)
9. Methasate, I., Sae-Tang, S.: On-line thai handwriting character recognition using stroke segmentation with hmm. In: International conference on Applied informatis-Artificial Intelligence and Applications, pp. 59-62 (2002)
10. Kim, I.-J., Kim, J.-H.: Statistical character structure modeling and its application to handwritten Chinese character recognition. Biological Cybernetics, 1422-1436 (2003)
11. Wang, Y., Zhu, Y., Tan, T.: Biometric personal identification based on handwriting. International Conference on Pattern Recognition, 801-804 (2001)
12. Tan, T.N.: Texture feature extraction via cortical channel modeling. In: Proc.11th IAPR Inter. Conf. Pattern Recognition, pp. 607-610 (1992)
13. Leedham, G., Chachra, S.: Writer identification using innovative binarised features of handwritten numerals. In: Internal Conference on Document Anaysis and Recognition, pp. 413-417 (2003)
14. Mertzios, B.G., Tsirikolias, K.: Statistical pattern recognition using efficient two-dimensional moments with applications to character recognition, pattern recognition, 877-882 (1993)
15. maarse, F., Thomassen, A.: Produced and perceived writing slant:differences between up and down strokes. Acta psychologica 3, 131-147 (1983)
16. Schomaker, L., Maarse, F., Teulings, H.-L.: Automatic identification of writers. In: Human-computer interaction: Psychonomic aspects, pp. 353-360. Springer, Heidelberg (1988)
17. Crettez, J.-P.: A set of handwriting families:style recognition. In: Internal Conference on Document Anaysis and Recognition, pp. 489-494 (1995)
18. Serratosa, F., Sanfeliu, A.: Signatures versus histograms: Defintions, distances and algorithms. Pattern Recgnition, 921-934 (2006)
19. Jain, A.K., Nandakumar, K., Ross, A.: Score normalization in multimodal biometric systems. Pattern Recognition 12, 2270-2285 (2005)
20. Yeung, D.Y, Chang, H., Xiong, Y., George, S., Kashi, R., Matsumoto, T., Rigoll, G.: Svc 2004: First international signature verification competition. In: Zhang, D., Jain, A.K. (eds.) ICBA 2004. LNCS, vol. 3072, pp. 16-22. Springer, Heidelberg (2004)