Effects of time normalization on the accuracy of dynamic time warping

IEEE Conference on Biometrics: Theory, Applications and Systems, BTAS'07

Volumn , Issue , 2007, Pages

  Henniger, Olaf ^a   Muller, Sascha ^b  

^a FRAUNHOFER INSTITUTE FOR SECURE INFORMATION TECHNOLOGY SIT   (Germany)

^b DARMSTADT UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRICS; WEAVING;

APPLICATION DOMAINS; DETRIMENTAL EFFECTS; DYNAMIC TIME WARPING (DTW); EXPERIMENTAL EVIDENCE; INTERNATIONAL CONFERENCES; ON-LINE SIGNATURES; RECOGNITION ACCURACY; TIME SERIES;

TIME SERIES ANALYSIS;

EID: 48649107530     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BTAS.2007.4401946     Document Type: Conference Paper

References (13)

1. J.B. Kruskal. An overview of sequence comparison. In D. Sankoff and J.B. Kruskal, editors, Time Warps, String Edits, and Macromolecules: The Theory and Practice of Sequence Comparison, pages 1-44. Addison-Wesley, 1983.
2. F. Itakura. Minimum prediction residual principle applied to speech recognition. IEEE Transactions on Acoustics, Speech, and Signal Processing, ASSP-23(1):67-72, 1975.
3. H. Sakoe and S. Chiba. Dynamic programming algorithm optimization for spoken word recognition. IEEE Transactions on Acoustics, Speech, and Signal Processing, ASSP-26(1):43-49, 1978.
4. E. Keogh and C.A. Ratanamahatana. Exact indexing of dynamic time warping. Knowledge and Information Systems, 7(3):358-386, March 2004.
5. A. Kholmatov and B. Yanikoglu. Identity authentication using improved online signature verification method. Pattern Recognition Letters, 26:2400-2408, 2005.
6. B. Wirtz. Stroke-based time warping for signature verification. In 3rd International Conference on Document Analysis and Recognition, pages 179-182, Montréal, Québec, Canada, 1995.
7. C. Schmidt. On-line Unterschriftenanalyse zur Benutzerverifikation. PhD thesis, RWTH Aachen, 1999.
8. Information technology - Biometric data interchange formats - Part 7: Signature/sign time series data. Final Draft International Standard ISO/IEC 19794-7, 2007.
9. M. Skrbek. Signature dynamics on a mobile electronic signature platform. In R. Grimm, H.B. Keller, and K. Rannenberg, editors, GI-Jahrestagung - Schwerpunkt "Sicherheit - Schutz und Zuverlassigkeit", Frankfurt am Main, Germany, 2003.
10. O. Henniger and K. Franke. Biometric user authentication on smart cards by means of handwritten signatures. In D. Zhang and A.K. Jain, editors, 1st International Conference on Biometric Authentication, number 3072 in Lecture Notes in Computer Science, Hong Kong, China, 2004. Springer.
11. C.A. Ratanamahatana and E. Keogh. Everything you know about dynamic time warping is wrong. In Workshop on Mining Temporal and Sequential Data, in conjunction with the International Conference on Knowledge Discovery and Data Mining, Seattle, WA, USA, 2004.
12. J. Ortega-Garcia, J. Fierrez-Aguilar, D. Simon, J. Gonzalez, M. Faundez-Zanuy, V. Espinosa, A. Satue, I. Hernaez, J.-J. Igarza, C. Vivaracho, D. Escudero, and Q.-I. Moro. MCYT baseline corpus: a bimodal biometric database. IEE Proceedings Visual Image Processing, 150(6):395-401, 2003.
13. S. Muller and 0. Henniger. Evaluating the biometric sample quality of handwritten signatures. In 2nd International Conference on Biometrics, Seoul, South Korea, 2007.