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Fingerprint and Palmprint Recognition using Neighborhood Operation and FAST Features

by Swapnali G. Garud, Apurva D. Dhawale, Mazhar Kazi, Y. S. Rode, S. B. Dabhade, K. V. Kale
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 95 - Number 12
Year of Publication: 2014
Authors: Swapnali G. Garud, Apurva D. Dhawale, Mazhar Kazi, Y. S. Rode, S. B. Dabhade, K. V. Kale
10.5120/16648-6621

Swapnali G. Garud, Apurva D. Dhawale, Mazhar Kazi, Y. S. Rode, S. B. Dabhade, K. V. Kale . Fingerprint and Palmprint Recognition using Neighborhood Operation and FAST Features. International Journal of Computer Applications. 95, 12 ( June 2014), 25-33. DOI=10.5120/16648-6621

@article{ 10.5120/16648-6621,
author = { Swapnali G. Garud, Apurva D. Dhawale, Mazhar Kazi, Y. S. Rode, S. B. Dabhade, K. V. Kale },
title = { Fingerprint and Palmprint Recognition using Neighborhood Operation and FAST Features },
journal = { International Journal of Computer Applications },
issue_date = { June 2014 },
volume = { 95 },
number = { 12 },
month = { June },
year = { 2014 },
issn = { 0975-8887 },
pages = { 25-33 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume95/number12/16648-6621/ },
doi = { 10.5120/16648-6621 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:19:17.915231+05:30
%A Swapnali G. Garud
%A Apurva D. Dhawale
%A Mazhar Kazi
%A Y. S. Rode
%A S. B. Dabhade
%A K. V. Kale
%T Fingerprint and Palmprint Recognition using Neighborhood Operation and FAST Features
%J International Journal of Computer Applications
%@ 0975-8887
%V 95
%N 12
%P 25-33
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper presents biometrics based fingerprint and palmprint recognition and authentication system. Fingerprint and palmprint images are enhanced using preprocessing techniques such as morphological operations. The feature extraction techniques such as neighborhood operation and FAST feature algorithm is used to independently extract fingerprint and palmprint features. These techniques are more reliable and faster than traditional techniques used. Experimental results shown recognition rate 89. 29% for fingerprint and 100% for palmprint this implies that the proposed methodology has better performance and is more reliable over the techniques proposed and used earlier.

References
  1. Gawande U. , Zaveri M. and Kapur A 2013 Fingerprint And Iris Fusion Based Recognition Using RBF Neural Network. Journal of Signal and Image Processing ISSN: 0976-8882 & E-ISSN: 0976-8890, 4 (1).
  2. Teddy Ko 2005 Multimodal Biometric Identification for Large User Population Using Fingerprint, Face and Iris Recognition. IEEE transaction Proceedings of the 34th Applied Imagery and Pattern Recognition Workshop.
  3. V C Subbarayudu, Munaga V, N K Prasad, 2008 Multimodal biometrics system. Proceeding IEEE transactions.
  4. Andrew Teoh, S. A. Samad and A. Hussain, 2004 Nearest Neighbourhood Classifiers in a Bimodal Biometric Verification System Fusion Decision Scheme. Journal of Research and Practice in Information Technology, 36 (1).
  5. Slobodan Ribaric, Ivan Fratric, Kristina K. 2007 A Biometric Verification System Based on the Fusion of Palmprint and Face Features. Department of Electrical Engineering and Computing, University of Zagreb, Croatia.
  6. Anil K. Jain, Jianjiang Feng, Karthik Nandakumar, 2010 Biometrics : Fingerpeint Matching. Published by the IEEE Computer Society 0018-9162 .
  7. Fan Yang, Baofeng Ma. 2007 A New Mixed-Mode Biometrics Information Fusion Based-on Fingerprint, Hand-geometry and Palm-print. IEEE transactions Fourth International Conference on Image and Graphics.
  8. X. Wu, K. Wang, Zhang D. 2004 HMMs based palmprint identification LNCS 3072, pp. 775-781.
  9. Ajay Kumar, David C. M. Wong, Helen C. Shen, Anil K. Jain. 2004 Personal verification using Palmprint and Hand Geometry Biometric. Department of Computer Science, Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong.
  10. Harpreet Singh, Jyoti Raj Gulsheen Kaur , Thomas Meitzler 2004 Image Fusion using Fuzzy Logic and Applications. Proceeding IEEE transactions .
  11. Chun Wai Lau, Bin Ma, Helen M. Meng, Y. S. Moon and Yeung Yam 2005 Fuzzy Logic Decision Fusion in a Multimodal Biometric System The Chinese University of Hong Kong, Hong Kong SAR, China.
  12. K. Ito, T. Aoki, H. Nakajima, K. Kobayashi, T. Higuchi 2006 A palmprint recognition algorithm using phase based image matching. Proceedings of the ICIP, pp. 2669-2672.
  13. M. Wang, Q. Ruan. 2006 Palmprint recognition based on two dimensional methods. Proceedings of ICSP.
  14. V. Conti, G. Milici, P. Ribino, F. Sorbello and S. Vitabile 2007 Fuzzy Fusion in Multimodal Biometric Systems. university of 90127 Palermo, Italy.
  15. Antonia Azzini, Ernesto Damiani, Stefania Marrara, 2007 Ensuring the identity of a user in time: a multi-modal fuzzy approach. IEEE International Conference on Computational Intelligence for Measurement Systems and Applications Ostuni, Italy,
  16. Kornelije Rabuzin, Miroslav Ba. , Markus Schatten, 2008 Fuzzy Active Rules in Mutimodal Biometric Systems. Proceedings of the ITI 2008 30th Int. Conf. on Information Technology Interfaces.
  17. Gawande U. , Sreejith R Nair, Harsha Balani, Nikhil Pawar & Manjiri Kotpalliwar 2009 High Speed Frequency Multimodal Biometric System Using Iris and fingerprint. Proceeding Springer.
  18. Yong Jian Chin, Thian Song Ong, Michael K. O. Goh and Bee Yan Hiew 2009 Integrating Palmprint and Fingerprint for Identity Verification. IEEE Third International Conference on Network and System Security.
  19. Asim Baig, Ahmed Bouridane, Fatih Kurugollu, GangQu. 2009 Fingerprint – Iris Fusion based Identification System using a Single Hamming Distance Matcher. Symposium on Bio-inspired Learning and Intelligent Systems for Security.
  20. Cheng Lu, Di Liu*, Jisong Wang, Shuyan Wang 2009 Multimodal Biometrics Recognition by Dimensionality Reduction Method. Second International Symposium on Electronic Commerce and Security.
  21. Nicolas Tsapatsoulis and Constantinos Pattichis 2009 Palm geometry biometrics : A score-based fusion Approach. Proceedings workshop AIAI.
  22. Anil K. Jain, Ajay Kumar 2010 Biometrics of Next Generation: An Overview. proceedings SECOND GENERATION BIOMETRICS' SPRINGER.
  23. Mohammad Imran , Ashok Rao , Hemantha Kumar G. 2011 A New Hybrid approach for Information Fusion in Multibiometric Systems. Proceedings IEEE transactions.
  24. Mohamed K. Shahin, Ahmed M. Badawi, and Mohamed E. M. Rasmy 2011 Multimodal Biometric System Based on Near-Infra-Red Dorsal Hand Geometry and Fingerprints for Single and Whole Hands. World Academy of Science, Engineering and Technology 56.
  25. S. Palanikumar, M. Sasikumar and J. Rajesh 2011 Palmprint Enhancement Using Discrete Curvelet Transform. International Journal of Computer Science Issues, 8(4), No 2.
  26. Feifei CUI, Gongping Yang 2011 Level Fusion of Fingerprint and Finger Vein Recognition. Journal of Computational Information Systems, 7(16) pp. 5723-5731.
  27. Romaissaa Mazouni, Abdellatif Rahmoun 2011 On Comparing Verification Performances of Multimodal Biometrics Fusion Techniques. International Journal of Computer Applications (0975 – 8887), 33(7).
  28. Nishant Singh, Kamlesh Tiwari, Aditya Nigam and Phalguni Gupta 2012 Fusion of 4-Slap Fingerprint Images with Their Qualities for Human Recognition. IEEE transactions IEEE .
  29. Ashutosh Kumar, Ranjan Parekh 2012 Palmprint Recognition in Eigen-space. International Journal on Computer Science and Engineering (IJCSE) ISSN : 0975-3397, 4(1).
  30. P. U. Lahane, Prof. S. R. Ganorkar 2012 Efficient Iris and Fingerprint Fusion for Person identification. International Journal of Computer Applications (0975 – 8887), 50(17).
  31. Krishneswari, K. and S. Arumugam 2012 Multimodal Biometrics using Feature Fusion. Journal of Computer Science, 8 (3), 431-435.
  32. D. Y. Liliana, Eries Tri Utaminingsih 2012 The combination of palm print and hand geometry for biometrics palm recognition. International Journal of Video & Image Processing and Network Security IJVIPNS-IJENS, 12(1).
  33. Gawande U. , Sreejith R Nair, Harsha Balani, Nikhil Pawar & Manjiri Kotpalliwar 2012 A High Speed Frequency Multimodal Biometric System Using Iris and fingerprint. International Journal on Advanced Computer Engineering and Communication Technology (IJACECT) ISSN : 2278-5140, 1(2).
  34. M. P. Dale, M. A. Joshi, H. J. Galiyawala 2012 A Single Sensor Hand Geometry and Palm Texture Fusion for Person Identification. International Journal of Computer Applications (0975 – 8887), 42(7).
  35. Srinivasa Rao D, Seetha M, Krishna Prasad MHM Comparison Of Fuzzy And Neuro Fuzzy Image Fusion Techniques And Its Applications. International Journal of Computer Applications (0975 – 8887), 43(20).
  36. Alima Damak Masmoudi, Randa Boukhris Trabelsi and Dorra Sellami Masmoudi 2013 A new biometric human identification based on fusion fingerprints and fingerveins using MonoLBP descriptor. World Academy of Science, Engineering and Technology 78.
  37. Mohamad Abdolahi, Majid Mohamadi, Mehdi Jafari, 2013 Multimodal Biometric system Fusion Using Fingerprint and Iris with Fuzzy Logic. International Journal of Soft Computing and Engineering (IJSCE) ISSN: 2231-2307, 2(6).
  38. Hariom Tyagi, Dr. S. K. Singh 2013 Comparative Analysis of Gabor Filter Based and Gaussian Filter Based Fingerprint Recognition System. (IJRREST) ISSN 2278- 6643, 2(1).
Index Terms

Computer Science
Information Sciences

Keywords

Multimodal Neighborhood operation FAST features Region properties Single Flat (SF) Single Flat Flexi Euclidean.

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