Transformation of hand-shape features for a biometric identification approach

Sensors

Volumn 12, Issue 1, 2012, Pages 987-1001

  Travieso, Carlos M ^a   Briceño, Juan Carlos ^b   Alonso, Jesús B ^a  

^a UNIVERSITY OF LAS PALMAS DE GRAN CANARIA   (Spain)

^b UNIVERSIDAD DE COSTA RICA   (Costa Rica)

Author keywords

Biometrics; DHMM kernel; Edge detection; Hand identification; Hand based biometrics; Image sensor; Supervised classification

Indexed keywords

ARTICLE; BIOMETRY; COMPUTER PROGRAM; DATA BASE; HAND; HISTOLOGY; HUMAN; METHODOLOGY; PROBABILITY; RECEIVER OPERATING CHARACTERISTIC; SUPPORT VECTOR MACHINE;

BIOMETRIC IDENTIFICATION; DATABASES AS TOPIC; HAND; HUMANS; MARKOV CHAINS; ROC CURVE; SOFTWARE DESIGN; SUPPORT VECTOR MACHINES;

EID: 84856397573     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s120100987     Document Type: Article

References (19)

1. Jain, A.K.; Bolle, R.; Pankanti, S. Biometrics: Personal Identification in Networked Society; Kluwer Academic Publishers: Dordrecht, The Netherlands, 2001.
2. González, S.; Travieso, C.M.; Alonso, J.B.; Ferrer, M.A. Automatic Biometric Identification System by Hand Geometry. In Proceedings of the 37th IEEE International Carnahan Conference on Security Technology, Taipei, Taiwan, 14-16 October 2003; pp. 39-42.
3. Sanchez-Reillo, R.; Sanchez-Avila, C.; Gonzalez-Marcos, A. Biometric identification through hand geometry measurements. IEEE Trans. Pat. Anal. Mach. Intell. 2000, 22, 1168-1171.
4. Sanchez-Reillo, R. Hand Geometry Pattern Recognition through Gaussian Mixture Modeling. In Proceedings of the 15th International Conference on Pattern Recognition, Barcelona, Spain, 3-7 September 2000; pp. 937-940.
5. Zhang, J.; Gao, W. Application of Fuzzy Algorithm Based on Distance in Hand-Shape Identification. In Proceedings of the 9th International Conference on Electronic Measurement & Instruments, Beijing, China, 16-19 August 2009; pp. 818-821.
6. Sun, L.; Wei W.; Fu-Liu, A. A hand shape recognition method research based on Gaussian mixture model. In Proceedings of 2010 International Conference on Optoelectronics and Image Processing (ICOIP), 1-12 November 2010; Haiko, Japan, pp. 15-19.
7. Mostayed, A.; Kabir, M.E.; Khan, S.Z; Mazumder, M.M.G. Biometric Authentication from Low Resolution Hand Images Using Radon Transform. In Proceedings of the 12th International Conference on Computers and Information Technology, Dhaka, Bangladesh, 21-23 December 2009; pp. 587-592.
8. Yoruk, E.; Konukoglu, E.; Sankur, B.; Darbon, J. Shape-based hand recognition. IEEE Trans. Image Process. 2006, 15, 1803-1815.
9. Sun, D.M.; Qiu, Z.D. Automated Hand Shape Verification Using HMM. In Proceedings of the 7th International Conference on Signal Processing, Beijing, China, 31 August-4 September 2004; pp. 2274-2277.
10. Kumar, A.; Zhang, D. Personal recognition using hand shape and texture. IEEE Trans. Image Process. 2006, 15, 2454-2461.
11. Morales, A.; Travieso, C.M.; Ferrer, M.A.; Alonso, J.B. Improved finger knuckle print authentication based on orientation enhancement. Electron. Lett. 2011, 47, 380-381.
12. Choras, R.S. Hand shape and hand gesture recognition. In Proceedings of IEEE Symposium on Industrial Electronics&Applications, ISIEA 2009, Kuala Lumpur, Japan, 4-6 October 2009; pp. 145-149
13. Jaakkola, T.; Diekhans, M.; Haussler, D. A discriminative framework for detecting remote protein homologies. Unpublished. Available online: http://www.cse.ucsc.edu/research/compbio/research.html (accessed on 24 July 2011).
14. Burges, C. Tutorial on support vector machines for pattern recognition. Data Min. Knowl. Discov. 1998, 2, 121-167.
15. Kumar, A.; Wong, D.C.M.; Shen, H.C.; Jain, A.K. Personal Verification Using Palmprint and Hand Geometry Biometrics. In Proceedings of the 4th International Conference on Audio and Video Based Biometric Person Authentication, Guildford, UK, 9-11 June 2003. Available online: http://visgraph.cs.ust.hk/biometrics/Visgraph_web/index.html (accessed on 6 January 2011).
16. Otsu, N. A thresholding selection method from gray-level histogram. IEEE Trans. Syst. Man Cybern. 1979, 9, 62-66.
17. Rabiner, L.R. A tutorial on hidden markov models and selected applications in speech recognition. Proc. IEEE 1989, 77, 257-286.
18. Rabiner, L.; Juang, B.H. Fundamentals of Speech Recognition; Prentice Hall: Upper Saddle River, NJ, USA, 1993.
19. Schölkopf, B.; Smola, A.J. Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond; MIT Press: Cambridge, MA, USA, 2002.