International Journal of Image, Graphics and Signal Processing(IJIGSP)
ISSN: 2074-9074 (Print), ISSN: 2074-9082 (Online)
Published By: MECS Press
IJIGSP Vol.5, No.10, Aug. 2013
A Hybrid Model for Biometric Authentication using Finger Back Knuckle Surface based on Angular Geometric Analysis
Full Text (PDF, 250KB), PP.45-54
Biometric based personal recognition is an efficient method for identifying a person. Recently, hand based biometric has become popular due to its various advantages such as high verification accuracy and high user acceptability. This paper proposes a hybrid model using an emerging hand based biometric trait known as Finger Back Knuckle Surface. This model is based on angular geometric analysis which is implemented on two different samples of Finger Back Knuckle Surface such as Finger Bend Knuckle Surface and Finger Intact Knuckle Surface for the extraction of knuckle feature information. The obtained feature information from both the surfaces is fused using feature information level fusion technique to authenticate the individuals. Experiments were conducted using newly created database for both Bend Knuckle and Intact Knuckle Surface. The results were promising in terms of accuracy, speed and computational complexity.
Cite This Paper
K.Usha, M.Ezhilarasan,"A Hybrid Model for Biometric Authentication using Finger Back Knuckle Surface based on Angular Geometric Analysis", IJIGSP, vol.5, no.10, pp.45-54, 2013.DOI: 10.5815/ijigsp.2013.10.06
Bolle R.M Cornell j.h, PANKANTI S. Ranjith, N.K SENIOR A.W Guide to Biometrics 2003, Network Springer Verlag.
Ajay Kumar, and Ch. Ravikanth "Personal Authentication Using Finger Knuckle Surface", IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, VOL. 4, NO. 1, MARCH 2009.
Y. Gao, S.C. Hui, and A.C.M. Fong, "A MultiView Facial Analysis Technique for Identity Authentication," IEEE Pervasive Computing, vol. 2, no. 1, 2003, pp. 38–45.
Maylor K.H. Leung, A.C.M. Fong, and Siu Cheung Hui Palmprint Verification for Controlling Access to Shared Computing Resources Published by the IEEE Computer Society 2007 IEEE.
Goh Kah Ong Michael and Tee Connie, Andrew Teoh Beng Jin Robust Palm Print and Knuckle Print Recognition System Using a Contactless Approach, 2010 IEEE.
Abdallah Meraoumia1, Salim Chitroub1 and Ahmed Bouridane2, Fusion of Finger-Knuckle-Print and Palmprint for an Efficient Multi-biometric System of Person Recognition, 2011 IEEE.
Ajay Kumar and David Zhang," Personal Recognition Using Hand Shape and Texture", IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 15, NO. 8, AUGUST 2006.
J. Fierrez-Aguilar, J. Ortega-Garcia, J. Gonzalez-Rodriguez, and J. Bigun, "Discriminative multimodal biometric authentication based on quality measures," Pattern Recognit., vol. 38, no. 5, pp. 777–779, 2005.
D. E. Maurer and J. P. Baker, "Fusing multimodal biometrics with quality estimates via a Bayesian belief network," Pattern Recognit., vol. 41, no. 3, pp. 821–832, 2007.
A. Kumar and D. Zhang, "Personal recognition using hand shape and texture," IEEE Trans. Image Process., vol. 15, no. 8, pp. 2454–2461, Aug. 2006.
S. Ribaric and I. Fratric, "A biometric identification system based on eigenpalm and eigenfinger features," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 11, pp. 1698–1709, Nov. 2005.
A. Kumar and D. Zhang, "Hand geometry recognition using entropy based discretization," IEEE Trans. Inf. Forensics Security, vol. 2, no. 2, pp. 181–187, Jun. 2007.
S. Malassiotis, N. Aifanti, and M. G. Strintzis, "Personal authentication using 3-D finger geometry," IEEE Trans. Inf. Forensics Security, vol.1, no. 1, pp. 12–21, Mar. 2006.
Q. Li, Z. Qiu, D. Sun, J. Wu, "Personal Identification using knuckleprint," in SINOBIOMETRICS, Guangzhou, 2004, pp. 680-689.
A.Kong, D.Zhang, and M.Kamel, "survey of palmprint recognition", Palm print recognition, Vol.42, pp. 1408 –1418,2009.
Hafiz Imtiaz and Shaikh Anowarul Fattah," A DCT-based Feature Extraction Algorithm for Palm-print Recognition", 2010 IEEE.
David Zhang, Senior Member, IEEE, Wai-Kin Kong, Member, IEEE, Jane You, Member, IEEE, and Michael Wong "Online Palmprint Identification", IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 25, NO. 9, SEPTEMBER 2003.
Vivek Kanhangad, Ajay Kumar, Senior Member, IEEE, and David Zhang, Fellow, IEEE "A Unified Framework for Contactless Hand Verification", IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 15, NO. 8, AUGUST 2006.
Ajay Kumar, Senior Member, IEEE, and Ch. Ravikanth "Personal Authentication Using Finger Knuckle Surface" IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, VOL. 4, NO. 1, MARCH 2009.
Ajay Kumar and K.Venkata prathyusha, "Personal authentication using Hand vein Triangulation and Knuckle shape", IEEE Transactions on Image processing, VOL 18, No.9, September 2009.
Ajay Kumar and David Zhang, "Improving Biometric Authentication Performance from the User Quality", IEEE Transactions on Instrumentation and Measurement. Vol.59, No.3 March 2010.
Paul Bao,Lei Zhang, and Xiaolin Wu.: Canny Edge Detection Enhancement by Scale Multiplication.: IEEE Transactions On Pattern Analysis And Machine Intelligence, Vol. 27, no. 9,(2005).