An Information Analysis of In-Air and On-Surface Trajectories in Online Handwriting

Cognitive Computation

Volumn 4, Issue 2, 2012, Pages 195-205

  Sesa Nogueras, Enric ^a   Faundez Zanuy, Marcos ^a   Mekyska, Jiří ^b  

^a EUP Mataró ^*  (Spain)

^b BRNO UNIVERSITY OF TECHNOLOGY   (Czech Republic)

Author keywords

Biometrics; Handwriting; Information theory

Indexed keywords

AMOUNT OF INFORMATION; HANDWRITING; HUMAN BEING; MUTUAL INFORMATIONS; ONLINE HANDWRITING; RECOGNITION ACCURACY; WRITER RECOGNITION;

BIOMETRICS; INFORMATION THEORY;

TRAJECTORIES;

EID: 84862138292     PISSN: 18669956     EISSN: 18669964     Source Type: Journal    
DOI: 10.1007/s12559-011-9119-y     Document Type: Article

References (28)

1. Huber RA, Headrick AM. Handwriting identification: facts and fundamentals. Boca Raton: CRC Press; 1999.
2. Forbes KE, Shanks MF, Venneri A. The evolution of dysgraphia in Alzheimer's disease. Brain Res Bull. 2004; 63: 19-24.
3. Neils-Strunjas J, Groves-Wright K, Mashima P, Harnish S. Dysgraphia in Alzheimer's disease: a review for clinical and research purposes. J Speech Lang Hear Res. 2006; 49: 1313-30.
4. Werner P, Rosenblum S, Bar-On G, Heinik J, Korczyn A. Handwriting process variables discriminating mild Alzheimer's disease and mild cognitive impairment. J Gerontol B Psychol Sci Soc Sci. 2006; 61: P228-36.
5. Asi{dotless}ci{dotless}oglu F, Turan N. Handwriting changes under the effect of alcohol. Forensic Sci Int. 2003; 132: 201-10.
6. Phillips JG, Ogeil RP, Müller F. Alcohol consumption and handwriting: a kinematic analysis. Hum Mov Sci. 2009; 28: 619-32.
7. Foley RG, Lamar Miller A. The effects of marijuana and alcohol usage on handwriting. Forensic Sci Int. 1979; 14: 159-64.
8. Tucha O, Walitza S, Mecklinger L, Stasik D, Sontag T, Lange KW. The effect of caffeine on handwriting movements in skilled writers. Hum Mov Sci. 2006; 25: 523-35.
9. Rosenblum S, Parush S, Weiss P. The in air phenomenon: temporal and spatial correlates of the handwriting process. Percept Mot Skills. 2003; 96: 933.
10. Viñals Carrera F, Puente Balsells ML. Grafología criminal. Herder, Barcelona, 2009.
11. Puente Balsells ML, Viñals Carrera F. Grafología y ciencia: validación con ciento cincuenta tesis doctorales, 1a en lengua caellana ed., Uoc, Barcelona, 2010.
12. Vielhauer C. Biometric user authentication for it security from fundamentals to handwriting. Boston, MA: Springer Science + Business Media Inc; 2006.
13. Plamondon R, Lorette G. Automatic signature verification and writer identification: the state of the art. Pattern Recogn. 1989; 22: 107-31.
14. Leclerc F, Plamondon R. Automatic signature verification: the state of the art 1989-1993. Int J Pattern Recogn Artif Intell. 1994; 8: 643.
15. Plamondon R, Srihari S. On-line and off-line handwriting recognition: a comprehensive survey. IEEE Trans Pattern Anal Mach Intell. 2000; 22: 63-84.
16. Impedovo D, Pirlo G. Automatic signature verification: the state of the art. IEEE Trans Syst., Man and Cybernetics, Part C (Applications and Reviews). 2008; 38: 609-35.
17. Sesa-Nogueras E, Faundez-Zanuy M. Biometric recognition using online uppercase handwritten text. Pattern Recogn. 2012; 45: 128-44.
18. Srihari S, Sung-Hyuk C, Sangjik L, Establishing handwriting individuality using pattern recognition techniques. In: Proceedings of the sixth international conference on document analysis and recognition. 2001; 1195-204.
19. Zhang B, Srihari S, Analysis of handwriting individuality using word features. In Proceedings of the seventh international conference on document analysis and recognition. 2003; 1142-6.
20. Hook C, Kempf J, Scharfenberg G, 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. 2004; 3087: 283-94.
21. Chapran J. Biometric writer identification: feature analysis and classification. Int J Pattern Recogn Artif Intell. 2006; 20: 483-503.
22. Sesa-Nogueras E, Faundez-Zanuy M. Writer recognition by means of stroke categorization based on self-organizing maps. In: Apolloni B, Bassis S, Esposito A, Morabito CF, editors. Neural nets WIRN11. Volume 234 of Frontiers in Artificial Intelligence and Applications. IOS Press; 2011. ISBN: 978-1-60750-971-4. http://www. iospress. nl/book/neural-nets-wirn11/.
23. Shannon CE. A mathematical theory of communication. New York: American Telephone and Telegraph Co.; 1948.
24. Espinosa-Duró V, Faundez-Zanuy M, Mekyska J. Beyond cognitive signals. Cogn Comput. 2011; 3: 374-81.
25. Espinosa-Duro V, Faundez-Zanuy M, Mekyska J, Monte-Moreno E. A criterion for analysis of different sensor combinations with an application to face biometrics. Cogn Comput. 2010; 2: 135-41.
26. Cover TM, Thomas JA. Elements of information theory. New York: Wiley; 1991.
27. MacKay DJC. Information theory, inference, and learning algorithms. Cambridge: Cambridge University Press; 2003.
28. Fierrez-Aguilar J, Galbally J, Ortega-Garcia J, Freire M, Alonso-Fernandez F, Ramos D, et al. BiosecurID: a multimodal biometric database. Pattern Anal Appl 2010; 13.