Biometric recognition using online uppercase handwritten text

Pattern Recognition

Volumn 45, Issue 1, 2012, Pages 128-144

  Sesa Nogueras, Enric ^a   Faundez Zanuy, Marcos ^a  

^a TecnoCampus Mataró Maresme Edifici Universitari   (Spain)

Author keywords

Biometric recognition; Dynamic time warping; Handwriting; Pen down stroke; Pen up stroke; Self organizing maps; Stroke

Indexed keywords

BIOMETRIC RECOGNITION; DYNAMIC TIME WARPING; HANDWRITING; PEN-DOWN STROKE; PEN-UP STROKE; STROKE;

BIOMETRICS; CONFORMAL MAPPING; SELF ORGANIZING MAPS;

CHARACTER RECOGNITION;

EID: 80052770388     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2011.06.002     Document Type: Article

References (35)

1. S. Srihari, C. Sung-Hyuk, L. Sangjik, Establishing handwriting individuality using pattern recognition techniques, in: Proceedings of the Sixth International Conference on Document Analysis and Recognition, 2001, pp. 11951204.
2. B. Zhang, S. Srihari, Analysis of handwriting individuality using word features, in: Proceedings of the Seventh International Conference on Document Analysis and Recognition, 2003, pp. 11421146.
3. C. Hook, J. Kempf, G. Scharfenberg, and A. Novel Digitizing pen for the analysis of pen pressure and inclination in handwriting biometrics, biometric authentication workshop, Prague 2004 Lecture Notes in Computer Science 3087 2004 283 294
4. J. Chapran Biometric writer identification: feature analysis and classification International Journal of Pattern Recognition & Artificial Intelligence 20 2006 483 503 (Pubitemid 43999893)
5. S. Rosenblum, S. Parush, and P. Weiss. The in air phenomenon: temporal and spatial correlates of the handwriting process Perceptual & Motor Skills 96 2003 933
6. R. Plamondon, and G. Lorette Automatic signature verification and writer identification - the state of the art Pattern Recognition 22 1989 107 131
7. F. Leclerc, and R. Plamondon Automatic signature verification: the state of the art19891993 International Journal of Pattern Recognition & Artificial Intelligence 8 1994 643
8. R. Plamondon, and S. Srihari On-line and off-line handwriting recognition: a comprehensive survey IEEE Transactions on Pattern Analysis and Machine Intelligence 22 2000 63 84 (Pubitemid 32132955)
9. D. Impedovo, and G. Pirlo Automatic signature verification: the state of the art IEEE Transactions on Systems, Man, and Cybernetics Part C (Applications and Reviews) 38 2008 609 635
10. C. Hook, J. Kempf, G. Scharfenberg, New pen device for biometrical 3D Pressure Analysis of Handwritten Characters, Words and Signatures. In: Proceedings of the ACM Multimedia Berkeley, USA, 2003, pp. 3844.
11. L. Schomaker Advances in writer identification and verification, ICDAR 2007 Ninth International Conference on Document Analysis and Recognition 2 2007 1268 1273
12. H. Said, T. Tan, and K. Baker Personal identification based on handwriting Pattern Recognition 33 2000 149 160 (Pubitemid 32081884)
13. A. Seropian, M. Grimaldi, N. Vincent, Writer identification based on the fractal construction of a reference base, in: Proceedings of the Seventh International Conference on Document Analysis and Recognition, 2003, pp. 11631167.
14. A. Bensefia, T. Paquet, L. Heutte, Information retrieval based writer identification, in: Proceedings of the Seventh International Conference on Document Analysis and Recognition, 2003, pp. 946950.
15. A. Bensefia, T. Paquet, and L. Heutte. A writer identification and verification system Pattern Recognition Letters 26 2005 2080 2092 (Pubitemid 41252214)
16. L. Schomaker, and M. Bulacu Automatic writer identification using connected-component contours and edge-based features of uppercase Western script IEEE Transactions on Pattern Analysis and Machine Intelligence 26 2004 787 798
17. E. Zois, and V. Anastassopoulos Morphological waveform coding for writer identification Pattern Recognition 33 2000 385 398 (Pubitemid 30527934)
18. E. Zois, and V. Anastassopoulos Fusion of correlated decisions for writer verification Pattern Recognition 34 2001 47 61 (Pubitemid 32023156)
19. M. Faundez-Zanuy On-line signature recognition based on VQ-DTW Pattern Recognition 40 2007 981 992 (Pubitemid 44679838)
20. J. Fierrez-Aguilar, J. Ortega-Garcia, D. Ramos, and J. Gonzalez-Rodriguez. HMM-based on-line signature verification: feature extraction and signature modeling Pattern Recognition Letters 28 2007 2325 2334 (Pubitemid 47538786)
21. L. Yang, B. Widjaja, and R. Prasad Application of hidden Markov models for signature verification Pattern Recognition 28 1995 161 170
22. J. Fierrez-Aguilar, L. Nanni, J. Lopez-Peñalba, J. Ortega-Garcia, and D. Maltoni An on-line signature verification system based on fusion of local and global information Lecture Notes in Computer Science 3546 2005 523 532 (Pubitemid 41423069)
23. B. Wirtz Stroke-based time warping for signature verification Proceedings of the Third International Conference on Document Analysis and Recognition 1 1995 179 182
24. B. Yanikoglu, A. Kholmatov Online signature verification using Fourier descriptors, EURASIP Journal on Advances in Signal Processing (2009)
25. B. Li, Z. Sun, and T. Tan Online text-independent writer identification based on strokes probability distribution function Lecture Notes in Computer Science 4642 2007 201 210
26. A. Schlapbach, M. Liwicki, and H. Bunke A writer identification system for on-line whiteboard data Pattern Recognition 41 2008 2381 2397
27. M. Bashir, and J. Kempf Reduced dynamic time warping for handwriting recognition based on multi-dimensional time series of a novel pen device International Journal of Intelligent Systems and Technologies 3 2008 4
28. D. Yeung, H. Chang, Y. Xiong, S. George, R. Kashi, and T. Matsumoto SVC2004: First International Signature Verification Competition 3072 2004 1 30
29. A. Gersho, and R.M. Gray Vector Quantization and Signal Compression (The Springer International Series in Engineering and Computer Science) 1st ed. 1991 Springer
30. K. Kiviluoto, Topology preservation in self-organizing maps, in: IEEE International Conference on Neural Networks, 1996,vol. 1, 1996, pp. 294299.
31. 〈http://www.cis.hut.fi/somtoolbox〉, SOM Toolbox, 2011.
32. M. Faundez-Zanuy Data fusion in biometrics Aerospace and Electronic Systems Magazine IEEE 20 2005 34 38 (Pubitemid 40121469)
33. C. Sanderson, K. Paliwal, On the use of speech and face information for identity verification. IDIAP Research Report 04-10, 2004.
34. J. Fierrez-Aguilar, J. Galbally, J. Ortega-Garcia, M. Freire, F. Alonso-Fernandez, and D. Ramos BiosecurID: a multimodal biometric database Pattern Analysis & Applications 13 2010
35. A. Martin, G. Doddington, T. Kamm, M. Ordowski, and M. Przybocki The DET curve in assessment of detection task performance European Speech Processing Conference Eurospeech 4 1997 1895 1898