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
[11]   Multifocus color image fusion based on quaternion curvelet transform [J].
Guo, Liqiang ;
Dai, Ming ;
Zhu, Ming .
OPTICS EXPRESS, 2012, 20 (17) :18846-18860
[12]  
Hitzer E., 2016, ADV APPL CLIFFORD AL, P1
[13]   Medical image encryption using high-speed scrambling and pixel adaptive diffusion [J].
Hua, Zhongyun ;
Yi, Shuang ;
Zhou, Yicong .
SIGNAL PROCESSING, 2018, 144 :134-144
[14]   Design of image cipher using block-based scrambling and image filtering [J].
Hua, Zhongyun ;
Zhou, Yicong .
INFORMATION SCIENCES, 2017, 396 :97-113
[15]   Image encryption using 2D Logistic-adjusted-Sine map [J].
Hua, Zhongyun ;
Zhou, Yicong .
INFORMATION SCIENCES, 2016, 339 :237-253
[16]   Colour image encryption based on logistic mapping and double random-phase encoding [J].
Huang, Huiqing ;
Yang, Shouzhi .
IET IMAGE PROCESSING, 2017, 11 (04) :211-216
[17]   Double random phase encryption with in-plane rotation of a modified Lohmann's second-type system in the anamorphic fractional Fourier domain [J].
Kumar, Pramod ;
Joseph, Joby ;
Singh, Kehar .
OPTICAL ENGINEERING, 2008, 47 (11)
[18]   The multiple-parameter fractional Fourier transform [J].
Lang Jun ;
Tao Ran ;
Ran Qiwen ;
Wang Yue .
SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES, 2008, 51 (08) :1010-1024
[19]   The discrete multiple-parameter fractional Fourier transform [J].
Lang Jun ;
Tao Ran ;
Wang Yue .
SCIENCE CHINA-INFORMATION SCIENCES, 2010, 53 (11) :2287-2299
[20]   Double Random Phase Encryption Based Orthogonal Encoding Technique for Color Images [J].
Lee, In-Ho ;
Cho, Myungjin .
JOURNAL OF THE OPTICAL SOCIETY OF KOREA, 2014, 18 (02) :129-133