Conjugate 2DPalmHash code for secure palm-print-vein verification

Multi-modal biometrics enjoy more merits than their single-modal counterparts in terms of accuracy performance and security. The fusion of hand-based biometrics such as palmprint and palmvein is straightforward since they can be acquired simultaneously with a customized image acquisition device. Conjugate 2DPalmHash Code (CTDPHC), which is constructed by 2DPalmHash Codes (2DPHCs) of palmprint and palmvein, is proposed as a cancelable multi-modal biometric. To determine the proper fusion strategy of 2DPHCs of palmprint and palmvein, different fusion rules at score level are compared and discussed. The transposition orientation ranges of 2DPHCs are also finetuned to improve the accuracy performance. Compared with 2DPHC, CTDPHC enjoys higher verification accuracy and stronger anti-counterfeit ability, while trades neither computational complexity nor storage cost.

[1]  Muhammad Khurram Khan,et al.  Two Dimensional PalmPhasor Enhanced by Multi-orientation Score Level Fusion , 2011, STA.

[2]  Andrew Beng Jin Teoh,et al.  A contactless biometric system using multiple hand features , 2012, J. Vis. Commun. Image Represent..

[3]  Jiankun Hu,et al.  Attacks via record multiplicity on cancelable biometrics templates , 2014, Concurr. Comput. Pract. Exp..

[4]  Jiankun Hu,et al.  Pair-polar coordinate-based cancelable fingerprint templates , 2011, Pattern Recognit..

[5]  W. Gareth J. Howells,et al.  Direct Template-Free Encryption Key Generation from Palm-Veins , 2012, 2012 Third International Conference on Emerging Security Technologies.

[6]  Wei-Yun Yau,et al.  Person recognition by fusing palmprint and palm vein images based on "Laplacianpalm" representation , 2008, Pattern Recognit..

[7]  Nalini K. Ratha,et al.  Enhancing security and privacy in biometrics-based authentication systems , 2001, IBM Syst. J..

[8]  Andrew Beng Jin Teoh,et al.  Cancellable biometerics featuring with tokenised random number , 2005, Pattern Recognit. Lett..

[9]  Andrew Beng Jin Teoh,et al.  Cancellable biometrics and user-dependent multi-state discretization in BioHash , 2009, Pattern Analysis and Applications.

[10]  Anil K. Jain,et al.  Biometric Template Security , 2008, EURASIP J. Adv. Signal Process..

[11]  Lu Leng,et al.  Palmhash Code for palmprint verification and protection , 2012, 2012 25th IEEE Canadian Conference on Electrical and Computer Engineering (CCECE).

[12]  David Zhang,et al.  A survey of palmprint recognition , 2009, Pattern Recognit..

[13]  Ajay Kumar,et al.  Human Identification Using Palm-Vein Images , 2011, IEEE Transactions on Information Forensics and Security.

[14]  Xudong Jiang,et al.  Exploiting global and local decisions for multimodal biometrics verification , 2004, IEEE Transactions on Signal Processing.

[15]  Zhenhua Guo,et al.  Online joint palmprint and palmvein verification , 2011, Expert Syst. Appl..

[16]  Andrew Beng Jin Teoh,et al.  Biohashing: two factor authentication featuring fingerprint data and tokenised random number , 2004, Pattern Recognit..

[17]  David Zhang,et al.  An analysis of BioHashing and its variants , 2006, Pattern Recognit..

[18]  Andy Adler.  Cancelable Biometrics , 2015, Encyclopedia of Biometrics.

[19]  David Zhang,et al.  Three measures for secure palmprint identification , 2008, Pattern Recognit..

[20]  Hengjian Li,et al.  Generating cancelable palmprint templates via coupled nonlinear dynamic filters and multiple orientation palmcodes , 2010, Inf. Sci..

[21]  Ming Li,et al.  A remote cancelable palmprint authentication protocol based on multi-directional two-dimensional PalmPhasor-fusion , 2014, Secur. Commun. Networks.

[22]  L. Leng,et al.  Cancelable PalmCode generated from randomized Gabor Filters for palmprint protection , 2010, 2010 25th International Conference of Image and Vision Computing New Zealand.

[23]  B. Gomathi,et al.  Biometric Cryptosystem Involving Two Traits And Palm Vein As Key , 2012 .

[24]  Xiang Yu,et al.  Personal authentication using finger vein pattern and finger-dorsa texture fusion , 2009, ACM Multimedia.

[25]  Andrew Beng Jin Teoh,et al.  PalmHashing: a novel approach for cancelable biometrics , 2005, Inf. Process. Lett..

[26]  A. Kannammal,et al.  A secure cryptosystem from palm vein biometrics , 2009, ICIS.

[27]  David Zhang,et al.  An Analysis on Invertibility of Cancelable Biometrics based on BioHashing , 2005, CISST.

[28]  Lu Leng,et al.  PalmHash Code vs. PalmPhasor Code , 2013, Neurocomputing.

[29]  A. Kannammal,et al.  Multimodal Biometric Cryptosystem Involving Face, Fingerprint and Palm Vein , 2011 .

[30]  Modris Greitans,et al.  Biohashing and Fusion of Palmprint and Palm Vein Biometric Data , 2011, 2011 International Conference on Hand-Based Biometrics.

[31]  B. Prasanalakshmi,et al.  Secure cryptosystem from palm vein biometrics in smart card , 2010, 2010 The 2nd International Conference on Computer and Automation Engineering (ICCAE).

[32]  Muhammad Khurram Khan,et al.  Dynamic weighted discrimination power analysis: A novel approach for face and palmprint recognition in DCT domain , 2010 .

[33]  Hengjian Li,et al.  Chaos-Based Cancelable Palmprint Authentication System , 2012 .