We apologize for a recent technical issue with our email system, which temporarily affected account activations. Accounts have now been activated. Authors may proceed with paper submissions. PhDFocusTM
CFP last date
20 December 2024
Call for Paper
January Edition
IJCA solicits high quality original research papers for the upcoming January edition of the journal. The last date of research paper submission is 20 December 2024

Submit your paper
Know more
The week's pick
Responsive image
Improved Shuffled Frog Leaping Algorithm with Self-Adaptive Shuffling for Fuzzy Logic PD+G Controller Optimization in Robotic Manipulators

Duc Hoang Nguyen
Random Articles
Reseach Article

Survey on Multimodal Biometric using Palm print and Fingerprint

Published on January 2013 by Ephin M, Shreya Mohan, N. A. Vasanthi
journal_cover_thumbnail

Amrita International Conference of Women in Computing - 2013
Foundation of Computer Science USA
AICWIC - Number 1
January 2013
Authors: Ephin M, Shreya Mohan, N. A. Vasanthi
1754cda8-6783-4a0e-a158-25f7c3350664

Ephin M, Shreya Mohan, N. A. Vasanthi . Survey on Multimodal Biometric using Palm print and Fingerprint. Amrita International Conference of Women in Computing - 2013. AICWIC, 1 (January 2013), 36-41.

@article{
author = { Ephin M, Shreya Mohan, N. A. Vasanthi },
title = { Survey on Multimodal Biometric using Palm print and Fingerprint },
journal = { Amrita International Conference of Women in Computing - 2013 },
issue_date = { January 2013 },
volume = { AICWIC },
number = { 1 },
month = { January },
year = { 2013 },
issn = 0975-8887,
pages = { 36-41 },
numpages = 6,
url = { /proceedings/aicwic/number1/9865-1307/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 Amrita International Conference of Women in Computing - 2013
%A Ephin M
%A Shreya Mohan
%A N. A. Vasanthi
%T Survey on Multimodal Biometric using Palm print and Fingerprint
%J Amrita International Conference of Women in Computing - 2013
%@ 0975-8887
%V AICWIC
%N 1
%P 36-41
%D 2013
%I International Journal of Computer Applications
Abstract

The survey on palmprint and fingerprint has been investigated over many years. Fingerprint is a popular biometric identification technology and studies are still going on in the palmprint identification. But researches based on the multimodal biometric that combines palmprint and fingerprint technology, which will provide better security and robustness comparing to the stand alone model have not been that much expanded. This paper provide an overview of current palmprint and fingerprint technologies describing in particular the different pre-processing techniques, feature extraction, fusion techniques and varieties of matching algorithms. Finally some suggestions are also provided based on the theoretical study.

References
  1. D. Zhang, W. K. Kong, J. You, M. Wong. 2003. On-line palmprint identification, In Proceedings of IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (9) (2003) 1041–1050.
  2. C. C. Han. 2004. A hand-based personal authentication using a coarse-to-fine strategy, Image and Vision Computing 22 (11) (2004) 909–918.
  3. Chin, Y. J. , Ong, T. S. , Goh, M. K. , Hiew, B. Y. 2009. Integrating palmprint and fingerprint for identity verification. In Network and System Security, 2009. NSS'09. Third International Conference on (pp. 437-442). IEEE.
  4. Deshpande, A. , S. , Patil, S. , M. , Lathi, R. 2012. A Multimodel Biometric Recognition System based on Fusion of Palmprint Fingerprint and Face. International Journal of Electronics and Computer Science Engineering. ISSN-2277-1956.
  5. Kong, W. K. , Zhang, D. , Li, W. 2003. Palmprint feature extraction using 2-D Gabor filters. Pattern recognition, 36(10), 2339-2347.
  6. W. Li, D. Zhang, Z. Xu. 2002. Palmprint identification by Fourier transform. International Journal of Pattern Recognition and Artificial Intelligence 16 (4) (2002) 417–432.
  7. X. Wu, K. Wang, D. Zhang. 2004. HMMs based palmprint identification. Lecture Notes in Computer Science. Springer, vol. 3072, 2004. pp. 775–781.
  8. Han, C. , C. 2004. A hand-based personal authentication using a coarse-to-fine strategy. Image and Vision Computing 22 (11) (2004) 909–918.
  9. Han, C. C. , Cheng, H. L. , Lin, C. L. , Fan, K. C. 2003. Personal authentication using palm-print features. Pattern Recognition, 36(2), 371-381
  10. Kumar, A. , Zhang, D. 2006. Integrating shape and texture for hand verification. International Journal of Image and Graphics, 6(01), 101-113.
  11. Poon, C. , Wong, D. C. M. , & Shen, H. C. 2004. A new method in locating and segmenting palmprint into region-of-interest. In Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on (Vol. 4, pp. 533-536). IEEE.
  12. Wu, X. , Wang, K. , Zhang, D. 2002. Line feature extraction and matching in palmprint. In Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series (Vol. 4875, pp. 583-590)
  13. Han, C. C. , Cheng, H. L. , Lin, C. L. , & Fan, K. C. 2003. Personal authentication using palm-print features. Pattern Recognition, 36(2), 371-381
  14. You, J. , Kong, W. K. , Zhang, D. , & Cheung, K. H. 2004. On hierarchical palmprint coding with multiple features for personal identification in large databases. Circuits and Systems for Video Technology, IEEE Transactions on,14(2), 234-243
  15. Pang, Y. H. , Connie, T. , Jin, A. , & Ling, D. 2003. Palmprint authentication with Zernike moment invariants. In Signal Processing and Information Technology, 2003. ISSPIT 2003. Proceedings of the 3rd IEEE International Symposium on (pp. 199-202). IEEE.
  16. Albert, T. , A. Ganesan, S. 2012. Application of Principal Component Analysis in Multimodel Biometric Fusion System. European Journal of scientific research, Vol 67, No. 2.
  17. Gayathri, R. Ramamoorthy, P. 2012. Fingerprint and palmprint Recognition Approach based on Multiple Feature extraction. European Journal of scientific research. Vol 76, No 4.
  18. Deshpande, A. , S. , Patil, S. , M. , Lathi, R. 2012. A Multimodel Biometric Recognition System based on Fusion of Palmprint Fingerprint and Face. International Journal of Electronics and Computer Science Engineering. ISSN-2277-1956.
  19. J. You, W. K. Kong, D. Zhang, K. H. Cheung, "On hierarchical palmprint coding with multiple features for personal identification in large databases", IEEE Transactions on Circuits and Systems for Video Technology 14 (2) (2004) 234–243.
  20. Joshitha N. , J. Medona S. , R. 2012. Image Fusion using PCA in Mutifeature Based Palmprint Recognition. International Journal of soft computing and Engineering, ISSN:2231-2307,Volume-2,Issue-2.
  21. Xu, Y. , Zhang, D. , & Yang, J. Y. 2010. A feature extraction method for use with bimodal biometrics. Pattern recognition, 43(3), 1106-1115.
  22. Nagar, A. , Nandakumar, K. , & Jain, A. K. 2012. Multibiometric Cryptosystems Based on Feature-Level Fusion. Information Forensics and Security, IEEE Transactions on, 7(1), 255-268.
  23. Tina. S. , R. Selin, M. , K. Peter, J. 2012. Personal Authentication using Multimodel Fusion. International Journal of Soft Computing and Engineering. ISSN: 2231-2307. Volume-2, Issue-3.
  24. Jain, A. K. , Prabhakar, S. , Hong, L. 1999. A multichannel approach to fingerprint classification. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 21(4), 348-359.
  25. Cui, J. , Xu, Y. 2011. Three dimensional palmprint recognition using linear discriminant analysis method. In Innovations in Bio-inspired Computing and Applications (IBICA), 2011 Second International Conference on. IEEE
  26. Zhao, F. , Tang, X. 2007. Preprocessing and postprocessing for skeleton-based fingerprint minutiae extraction. Pattern Recognition, 40(4), 1270-1281.
  27. Zhao, F. , Tang, X. 2007. Preprocessing and post processing for skeleton-based fingerprint minutiae extraction. Pattern Recognition 40 (2007) 1270 – 1281.
  28. Lu, G. M. , Wang, K. Q. , Zhang, D. 2004. Wavelet based independent component analysis for palmprint identification. In Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on (Vol. 6, pp. 3547-3550). IEEE.
  29. Ben-Yacoub, S. , Abdeljaoued, Y. , Mayoraz, E. 1999. Fusion of face and speech data for person identity verification. Neural Networks, IEEE Transactions on, 10(5), 1065-1074.
  30. Chora?, R. 2010. Multimodal Biometric Personal Authentication Integrating Iris and Retina Images. Image Processing and Communications Challenges 2, 121-131.
  31. Zhang, Y. , Sun, D. , Qiu, Z. 2010. Hand-based feature level fusion for single sample biometrics recognition. In Emerging Techniques and Challenges for Hand-Based Biometrics (ETCHB), 2010 International Workshop on (pp. 1-4). IEEE.
  32. Kumar, A. , Zhang, D. 2006. Combining fingerprint, palmprint and hand-shape for user authentication. In Pattern Recognition, 2006. ICPR 2006. 18th International Conference on (Vol. 4, pp. 549-552). IEEE.
  33. Ratha, N. K. , Connell, J. H. , Bolle, R. M. 2003. Biometrics break-ins and band-aids. Pattern Recognition Letters, 24(13), 2105-2113
  34. Kong, A. , Zhang, D. , Kamel, M. 2009. A survey of palmprint recognition. Pattern Recognition, 42(7), 1408-1418.
  35. Hanmandlu, M. , Gureja, A. , & Jain, A. 2010. Palm print recognition using Local Binary Pattern operator and support vector machines. InSignal and Image Processing (ICSIP), 2010 International Conference on (pp. 158-162). IEEE.
Index Terms

Computer Science
Information Sciences

Keywords

Biometrics Palmprint Fingerprint