A new image/video encryption scheme based on fractional discrete Tchebichef transform and singular value decomposition

被引:7
作者
El Ogri, Omar [1 ]
Karmouni, Hicham [1 ]
Sayyouri, Mhamed [2 ]
Qjidaa, Hassan [1 ]
机构
[1] Sidi Mohamed Ben Abdellah Fez Univ, Dhar Mahrez Fac Sci, Lab Elect Signals & Syst Informat LESSI, STIC,CED ST, Fes, Morocco
[2] Sidi Mohamed Ben Abdellah Univ, Natl Sch Appl Sci, Syst & Applicat Lab, Engn Syst & Application Lab, My Abdallah Ave Km 5 Imouzzer Rd,72, Fes, Morocco
关键词
Fractional discrete Tchebichef transform; Singular value decomposition; Spectral decomposition; Image encryption; Video encryption; SEMI-TENSOR PRODUCT; IMAGE ENCRYPTION; FOURIER-TRANSFORM; COSINE TRANSFORM; ALGORITHM; MATRIX; CHAOS; MAP;
D O I
10.1007/s11042-023-14573-0
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
One of the major application areas of the fractional-order discrete transform (FrDTs) is in signal and information security, particularly in signal and image/video encryption. Recently, many researchers proposed techniques that implemented not only the fractional transforms, but also various randomized versions of the FrDTs, which add more security features to signal's encryption. In this paper, we propose a new image/video encryption scheme based on fractional-order discrete Tchebichef transform (FrDTT) using singular value decomposition. The FrDTTs are derived algebraically using the spectral decomposition of discrete Tchebichef polynomials, then the singular value decomposition technique in order to build a basic set of orthonormal eigenvectors which help to develop FrDTTs. Finally, we implement and apply the scheme proposed in this paper for encrypting test images and video sequences. Moreover, we methodically perform the security evaluation in terms of brute force and statistical attacks as well as comparisons with the existing methods in terms of secret key sensitivity and space. The promising experiment results demonstrate the effectiveness and efficiency of our proposed FrDTTs based image encryption techniques.
引用
收藏
页码:33465 / 33497
页数:33
相关论文
共 73 条
[1]  
Acharya Bibhudendra, 2008, 2008 1st International Conference on Emerging Trends in Engineering and Technology (ICETET), P77, DOI 10.1109/ICETET.2008.110
[2]  
Ahlem Fatnassi, 2020, INT J SECUR 1 PERVAS, V12, P30, DOI DOI 10.2383/79484
[3]  
[Anonymous], 2021, TEST SEQUENCES
[4]  
[Anonymous], 2021, YUV SEQUENCES
[5]   Encryption of Video Main Frames in the Field of DCT Transform Using A5/1 and W7 Stream Encryption Algorithms [J].
Bahrami, Saeed ;
Naderi, Majid .
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2014, 39 (05) :4077-4088
[6]  
Batham S, 2013, P 4 INT C CONFL 2013, P139, DOI [10.1049/cp.2013.2307, DOI 10.1049/CP.2013.2307]
[7]   Biometric Inspired Multimedia Encryption Based on Dual Parameter Fractional Fourier Transform [J].
Bhatnagar, Gaurav ;
Wu, Q. M. Jonathan .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2014, 44 (09) :1234-1247
[8]  
Chebyshev, 1853, THEORIE MECANISMES C
[9]   Image encryption based on singular value decomposition and Arnold transform in fractional domain [J].
Chen, Linfei ;
Zhao, Daomu ;
Ge, Fan .
OPTICS COMMUNICATIONS, 2013, 291 :98-103
[10]   Partial encryption of compressed images and videos [J].
Cheng, H ;
Li, XB .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2000, 48 (08) :2439-2451