Multiple-parameter fractional quaternion Fourier transform and its application in colour image encryption

被引:38
作者
Chen, Beijing [1 ,2 ,3 ]
Yu, Ming [2 ]
Tian, Yuhang [2 ]
Li, Leida [4 ]
Wang, Dingcheng [1 ,2 ]
Sun, Xingming [1 ,2 ,3 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Jiangsu Engn Ctr Network Monitoring, Nanjing 210044, Jiangsu, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing 210044, Jiangsu, Peoples R China
[3] Nanjing Univ Informat Sci & Technol, Jiangsu Collaborat Innovat Ctr Atmospher Environm, Nanjing 210044, Jiangsu, Peoples R China
[4] China Univ Min & Technol, Sch Informat & Elect Engn, Xuzhou 221116, Jiangsu, Peoples R China
关键词
image coding; Fourier transforms; image colour analysis; cryptography; signal processing; inverse transforms; quaternion algebra; quaternion signal processing; colour image encryption algorithm; MPFrQFT-based encryption algorithm; sensitive key transform orders; multiple-parameter fractional quaternion Fourier transform; inverse transform; double random phase encoding; SINE; MOMENTS; COSINE;
D O I
10.1049/iet-ipr.2018.5440
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this study, by using the quaternion algebra, multiple-parameter fractional quaternion Fourier transform (MPFrQFT) is proposed to generalise the conventional multiple-parameter fractional Fourier transform (MPFrFT) to quaternion signal processing in a holistic manner. First, the new transform MPFrQFT and its inverse transform are defined. An efficient discrete implementation method of MPFrQFT is then proposed, in which the relationship between MPFrQFT and MPFrFT of four components is utilised for a quaternion signal. Finally, a new colour image encryption algorithm based on the proposed MPFrQFT and the double random phase encoding technique is proposed to evaluate the performance of the proposed MPFrQFT. Experimental results demonstrate that: (i) the computational time of the proposed implementation method is almost a half of the direct method's time; (ii) the proposed MPFrQFT-based encryption algorithm has an overall better performance than eight compared algorithms in security test and robustness test: it is more secure than the compared frequency-based algorithms due to the larger key space and the more sensitive key transform orders'; it is also more robust than the compared spatial-domain algorithms.
引用
收藏
页码:2238 / 2249
页数:12
相关论文
共 51 条
[1]   Selective image encryption based on pixels of interest and singular value decomposition [J].
Bhatnagar, Gaurav ;
Wu, Q. M. Jonathan .
DIGITAL SIGNAL PROCESSING, 2012, 22 (04) :648-663
[2]  
Chan WL, 2004, 2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PROCEEDINGS, P996
[3]   Quaternion discrete fractional random transform for color image adaptive watermarking [J].
Chen, Beijing ;
Zhou, Chunfei ;
Jeon, Byeungwoo ;
Zheng, Yuhui ;
Wang, Jinwei .
MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (16) :20809-20837
[4]   Quaternion pseudo-Zernike moments combining both of RGB information and depth information for color image splicing detection [J].
Chen, Beijing ;
Qi, Xiaoming ;
Sun, Xingming ;
Shi, Yun-Qing .
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2017, 49 :283-290
[5]   Kernel quaternion principal component analysis and its application in RGB-D object recognition [J].
Chen, Beijing ;
Yang, Jianhao ;
Jeon, Byeungwoo ;
Zhang, Xinpeng .
NEUROCOMPUTING, 2017, 266 :293-303
[6]   Full 4-D quaternion discrete Fourier transform based watermarking for color images [J].
Chen, Beijing ;
Coatrieux, Gouenou ;
Chen, Gang ;
Sun, Xingming ;
Coatrieux, Jean Louis ;
Shu, Huazhong .
DIGITAL SIGNAL PROCESSING, 2014, 28 :106-119
[7]   A convolution-based fractional transform [J].
Dou, Jiayin ;
He, Qi ;
Peng, Yu ;
Sun, Qiongge ;
Liu, Shutian ;
Liu, Zhengjun .
OPTICAL AND QUANTUM ELECTRONICS, 2016, 48 (08)
[8]   Hypercomplex Fourier transforms of color images [J].
Ell, Todd A. ;
Sangwine, Stephen J. .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2007, 16 (01) :22-35
[9]   Quaternion discrete cosine transform and its application in color template matching [J].
Feng, Wei ;
Hu, Bo .
CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 2, PROCEEDINGS, 2008, :252-256
[10]   New banknote defect detection algorithm using quaternion wavelet transform [J].
Gai, Shan .
NEUROCOMPUTING, 2016, 196 :133-139