Enhancing the transmission security of biometric images using chaotic encryption

被引:17
作者
Bhatnagar, Gaurav [1 ]
Wu, Q. M. Jonathan [1 ]
机构
[1] Univ Windsor, Dept Elect & Comp Engn, Windsor, ON N9B 3P4, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Biometrics security; Affine transform; Chaotic map; Fractional wavelet packet transform; Hessenberg decomposition; FINGERPRINT IMAGES; WATERMARKING;
D O I
10.1007/s00530-013-0323-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a chaotic encryption framework is proposed for enhancing the security of biometrics images during transmission. The proposed framework is based on the fractional wavelet packet transform (FrWPT), chaotic map and Hessenberg decomposition. The core idea is to shuffle biometrics image using affine transform followed by the transformation in FrWPT domain with chaotically generated transform orders. Now, FrWPT coefficients are altered using the Hessenberg decomposition. Finally, a reliable decryption process is presented to reconstruct original biometrics image from the encrypted data only with the valid keys. The efficiency and robustness of the proposed technique are validated by different kind of simulations and analysis on fingerprint images.
引用
收藏
页码:203 / 214
页数:12
相关论文
共 31 条
[1]  
[Anonymous], 2006, MODERN IMAGE QUALITY
[2]  
[Anonymous], MAKING BUSINESS CASE
[3]  
[Anonymous], 2003, Handbook of fingerprint recognition
[4]   A Novel Chaotic Encryption Framework for Securing Palmprint Data [J].
Bhatnagar, Gaurav ;
Wu, Q. M. Jonathan .
ANT 2012 AND MOBIWIS 2012, 2012, 10 :442-449
[5]   A New Fractional Random Wavelet Transform for Fingerprint Security [J].
Bhatnagar, Gaurav ;
Wu, Q. M. Jonathan ;
Raman, Balasubramanian .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2012, 42 (01) :262-275
[6]   Fractional dual tree complex wavelet transform and its application to biometric security during communication and transmission [J].
Bhatnagar, Gaurav ;
Wu, Jonathan ;
Raman, Balasubramanian .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2012, 28 (01) :254-267
[7]   A novel algorithm of fingerprint encryption using minutiae-based transformation [J].
Chen, Haiyong ;
Chen, Hailiang .
PATTERN RECOGNITION LETTERS, 2011, 32 (02) :305-309
[8]   Image encryption with fractional wavelet packet method [J].
Chen, Linfei ;
Zhao, Daomu .
OPTIK, 2008, 119 (06) :286-291
[9]  
Cui D., 2010, P INT C MACH VIS HUM, P168
[10]   USING CANNY CRITERIA TO DERIVE A RECURSIVELY IMPLEMENTED OPTIMAL EDGE DETECTOR [J].
DERICHE, R .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1987, 1 (02) :167-187