Efficient Cancelable Iris Recognition Scheme Based on Modified Logistic Map

Randa F. Soliman1, Noha Ramadan2, Mohamed Amin1, HossamEl-din H. Ahmed2, Said E. El‐Khamy3, Fathi E. Abd El‐Samie2
1Mathematics and Computer Science Department, Faculty of Science, Menoufia University, Shebin El-Koom, Egypt
2Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt
3Electrical Engineering Department, Faculty of Engineering, Alexandria University, Alexandria, Egypt

Tóm tắt

Từ khóa


Tài liệu tham khảo

Leonard F, Aran S (1987) Iris recognition system. Patent US4641349 A

Daugman J (1993) High confidence visual recognition of persons by a test of statistical independence. IEEE Trans Pattern Anal Mach Intell 15:1148–1161

Rahulkar AD, Holambe RS (2012) Half-iris feature extraction and recognition using a new class of biorthogonal triplet half-band filter bank and flexible k-out-of-n: a post classifier. IEEE Trans IFS 7:230–240

Wildes RP (1997) Iris recognition: an emerging biometric technology. In: Proceedings of the IEEE. pp 1348–1363

Masek L (2003) Recognition of human iris patterns for biometric identification. MSc Thesis, the University of Western, Australia

Savvides M, Kumar B, Khosla P (2004) Cancelable biometric filters for face recognition. In: Proceedings of the international conference on pattern recognition vol 3, pp 922–925

Patel VM, Ratha NK, Chellappa R (2015) Cancelable biometrics: a review. IEEE Signal Process Mag Spec Issue Biom Secur Priv 32(5):54–65

Punithavathi P, Subbiah G (2017) Can cancellable biometrics preserve privacy? Biom Technol Today 7:8–11

Nandakumar K, Jain AK (2015) Biometric template protection: bridging the performance gap between theory and practice. IEEE Signal Process Mag 32(5):88–100

Ratha NK, Chikkerur S, Connell JH, Bolle RM (2007) Generating cancelable fingerprint templates. IEEE Trans Pattern Anal Mach 29(4):561–572

Harjoko A, Hartati S, Dwiyasa H (2009) A method for iris recognition based on 1d coiflet wavelet. World Acad Sci Eng Technol 56:126–129

Ignat A, Luca M, Ciobanu A (2013) Iris features using dual tree complex wavelet transform in texture evaluation for biometrical identification. In: IEEE E-Health bioengineering conference. pp 1–4

Chong SC, Jin ATB, Ling DNC (2006) High security iris verification system based on random secret integration. Comput Vis Image Underst 102(2):169–177

Pillai JK, Patel VM, Chellappa R, Ratha NK (2010) Sectored random projections for cancelable iris biometrics. In: IEEE international conference on acoustics speech and signal processing. pp 1838–1841

Rathgeb C, Uhl A (2010) Secure iris recognition based on local intensity variations. In: Proceedings of the 7th international conference on image analysis and recognition. pp 266–275

Zuo J, Ratha NK, Connel JH (2008) Cancelable iris biometric. In: Proceedings of the 19th international. conference on pattern recognition. pp 1-4

Tarek M, Ouda O, Hamza T (2017) Pre-image resistant cancelable biometrics scheme using bidirectional memory model. Int J Netw Secur 19(4):498–506

Syarif MA, Ong TS, Teoh ABJ,Tee C (2014) Improved biohashing method based on most intensive histogram block location. In: International conference of neural information processing. 644–652

Teoh ABJ, Ngo DCL, Goh A (2004) Biohashing: two factor authentication featuring fingerprint data and tokenised random number. Pattern Recog 37(11):2245–2255

Rathgeb C, Breitinger F, Baier H, Busch C (2015) Towards bloom filter-based indexing of iris biometric data. In: 15th IEEE international conference on biometrics, pp. 422–429

Rathgeb C, Breitinger F, Busch C, Baier H (2014) On the application of bloom filters to iris biometrics. IET J Biomet 3(4):207–218

Ouda O, Tsumura N, Nakaguchi T (2011) On the security of BioEncoding based cancelable biometrics. IEICE Trans Inf Syst 94-D(9):1768–1777

Ouda O, Tsumura N, Nakaguchi T (2010) A reliable tokenless cancelable biometrics scheme for protecting iriscodes. IEICE Trans Inf Syst E93-D(7):1878–1888

Lacharme P (2012) Analysis of the iriscodes bioencoding scheme. Int J Comput Sci Softw Eng 6(5):315–321

Hammerle-Uhl J, Pschernig E, Uhl A (2009) Cancelable iris biometrics using block re-mapping and image warping. In: International conference on information security, pp 135–142

Jenisch S, Uhl A (2011) Security analysis of a cancelable iris recognition system based on block remapping. In: Proceedings of the IEEE international conference on image processing. pp 3274–3277

Dwivedi R, Somnath D (2015) Cancelable iris template generation using look-up table mapping. In: 2nd International conference on signal processing and integrated network. pp 785–790

Tarek M, Ouda O, Hamza T (2016) Robust cancelable biometrics scheme based on neural networks. IET J Biomet 5(3):220–228

Tarek M, Ouda O, Hamza T (2017) Pre-image resistant cancelable biometrics scheme using bidirectional memory model. Int J Netw Secur 19(4):498–506

El-Hoseny H, Ahmed HH, Kazemian H, Abd El-Samie FE, Abbas AM (2014) Digital image encryption in transform domains. MSc Thesis, Faculty of Electronic Engineering Menoufia University, Egypt

Ramadan N, Ahmed HH, Alkhemy SE, Abd El-Samie FE (2015) Permutation-substitution image encryption scheme based on a modified chaotic map in transform domain. J Cent South Univ 24(9):2049–2057

Essam M, Abd Elnaby M, Fikri M, Abd El-Samie FE (2012) A fast accurate algorithm for iris localization using a coarse-to-fine approach. In: Japan-Egypt conference on electronics, communications and computers (JEC-ECC), Alexandria, Egypt, pp 63–67

Essam M, Fikri M, Elnaby MA, El-Samie FEA (2012) An efficient iris localization algorithm. In: 29th national radio science conference (NRSC), Cairo, Egypt, pp 285–292

Soliman NF, Mohamed E, Magdi F, Abd El-Samie FE, AbdElnaby M (2017) Efficient iris localization and recognition. Opt Int J Light Electron Opt 140:469–475

CASIA-IrisV3 Database, http://www.cbsr.ia.ac.cn/english/IrisDatabase.asp . Accessed December 2017

Jain AK, Li SZ (2005) Handbook of face recognition, vol 1. Springer, Berlin

Kumar A, Passi A (2010) Comparison and combination of iris matchers for reliable personal authentication. Pattern Recog 43:1016–1026