Glove-based approach to online signature verification

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 30, Issue 6, 2008, Pages 1109-1113

  Kamel, Nidal S ^a   Sayeed, Shohel ^b   Ellis, Grant A ^a  

^a PETRONAS CARIGALI SDN BHD   (Malaysia)

^b MULTIMEDIA UNIVERSITY   (Malaysia)

Author keywords

Data glove; Online signature verification; Singular value decomposition

Indexed keywords

AUTHENTICATION; ERROR ANALYSIS; MATHEMATICAL MODELS; MATRIX ALGEBRA; SINGULAR VALUE DECOMPOSITION; VECTORS; VERIFICATION;

DATA GLOVE SIGNATURE; EQUAL ERROR RATE (EER); ONLINE SIGNATURE VERIFICATION;

CLASSIFICATION (OF INFORMATION);

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; BIOMETRY; CLOTHING; COMPUTER ASSISTED DIAGNOSIS; COMPUTER GRAPHICS; COMPUTER INTERFACE; DOCUMENTATION; FINGER; HANDWRITING; HISTOLOGY; HUMAN; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; INFORMATION PROCESSING; INFORMATION RETRIEVAL; INSTRUMENTATION; MATHEMATICAL COMPUTING; METHODOLOGY; PHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING; STATISTICAL MODEL; TRANSDUCER;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; AUTOMATIC DATA PROCESSING; BIOMETRY; CLOTHING; COMPUTER GRAPHICS; DOCUMENTATION; FINGERS; HANDWRITING; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; INFORMATION STORAGE AND RETRIEVAL; MODELS, STATISTICAL; NUMERICAL ANALYSIS, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUBTRACTION TECHNIQUE; TRANSDUCERS; USER-COMPUTER INTERFACE;

EID: 43249129614     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2008.32     Document Type: Article

References (15)

1. http//www.5dt.com, 2007.
2. SVD and Signal Processing: Algorithms, Applications and Architectures F. Deprettere, ed., North-Holland Publishing Co., 1989.
3. G.H. Golub and C.F. Van Loan, Matrix Computations, third ed. Johns Hopkins Univ. Press, 1996.
4. G.H. Golub and C.F. Van Loan, Matrix Computations, third ed. Johns Hopkins Univ. Press, 1996.
5. G.H. Golub and H.Y. Zha, The Canonical Correlations of Matrix Pairs and Their Numerical Computation, in Linear Algebra for Signal Processing Springer-Verlag, pp. 27-49, 1995.
6. Z. Drmac, "On Principal Angles between Subspaces of Euclidean Space," SIAM J. Matrix Analysis and Applications, vol. 222, pp. 173-194, 2000.
7. D. Muramatsu and T. Matsumoto, "An HMM On-Line Verifier Incorporating Signature Trajectories," Proc. 17th Int'l Conf. Document Analysis and Recognition, 2003.
8. A. Kholmatov and B. Yanikoglu, "Identity Authentication Using Improved Online Signature Verification Method," Pattern Recognition Letters pp. 2400-2408, Nov. 2005.
9. I. Nakanishi, H. Sakamoto, Y. Itoh, and Y. Fukui, "Multi-Matcher On-Line Signature Verification System in DWT Domain," Proc. Int'l Cont. Acoustics, Speech, and Signal Processing, 2005.
10. K. Shintaro, M. Daigo, and M. Takashi, "On-Line Signature Verification Based on User-Generic Fusion Model with Marcov Chain Monte Carlo Method," Proc. Int'l Symp. Intelligent Signal Processing and Comm. Systems, 2006.
11. I. Nakanishi, H. Hara, H. Sakamoto, Y. Itoh, and Y. Fuki, "Parameter Fusion in DWT Domain On-Line Signature Verification," Proc. Int'l Symp. Intelligent Signal Processing and Comm. Systems, 2006.
12. J. Fierrez-Aguilar, L. Nanni, J. Lopez-Penalba, J. Ortega-Garcia, and D. Maltoni, "An On-line Signature Verification System Based on Fusion of Local and Global Information," Proc. Fifth IAPR Int'l Conf. Audio and Video Based Biometric Person Authentication, pp. 523-532, 2005.
13. J. Fierrez-Aguilar, J. Ortega-Garcia, and J. Gonzalez-Rodriguez, "Target Dependent Score Normalization Techniques and Their Application to Signature Verification," IEEE Trans. Systems, Man, and Cybernetics-Part C: Application and Reviews, vol 35, no 3, Aug. 2005.
14. 2: An Intuitive Similarity Measure for On-Line Signature Veritication," Proc. Ninth Int'l Workshop Frontiers in Handwritting Recognition, 2004.
15. D.Y. Yeung, H. Chang, Y. Xiong, S. George, R. Kashi, T. Matsumoto, and G. Rigoll, "SVC2004: First International Signature Verification Competition," Proc. Int'l Conf. Biometric Authentication, pp 16-20, 2004.