A 3D image encryption technique using computer-generated integral imaging and cellular automata transform

Abstract A novel three-dimensional (3D) image encryption approach by using the computer-generated integral imaging and cellular automata transform (CAT) is proposed, in which, the two-dimensional (2D) elemental image array (EIA) digitally recorded by light rays coming from the 3D image is mapped inversely through the virtual pinhole array according to the ray-tracing theory. Next, the encrypted image is generated by using the 2D CAT scrambling transform for the 2D EIA. The reconstructed process is carried out by using the modified computational integral-imaging reconstruction (CIIR) technique; the depth-dependent plane images are reconstructed on the output plane. The reconstructed 3D image quality of the proposed scheme can be greatly improved, because the proposed encryption scheme carries out in a computer which can avoid the light diffraction caused by optical device CIIR, and solves blur problem caused by CIIR by using the pixel-averaging algorithm. Furthermore, the CAT-based encryption algorithm is an error-free encryption method; CAT as an orthogonal transformation offers considerable simplicity in the calculation of the transform coefficient, that is, it can improve the quality of the reconstructed image by reducing energy loss compared with the traditional complicated transform process. To show the effectiveness of the proposed scheme, we perform computational experiments. Experimental results show that the proposed scheme outperforms conventional encryption methods.

[1]  Ken Masamune,et al.  Three-dimensional display system for medical imaging with computer-generated integral photography , 2000, Electronic Imaging.

[2]  Dong Hwan Kim,et al.  3D Image Encryption Using Integral Imaging Scheme and MLCA Technology , 2013 .

[3]  Stephen Wolfram Cryptography with Cellular Automata , 1985, CRYPTO.

[4]  Eun-Soo Kim,et al.  Curved computational integral imaging reconstruction technique for resolution-enhanced display of three-dimensional object images. , 2007, Applied optics.

[5]  Olu Lafe Data compression and encryption using cellular automata transforms , 1997 .

[6]  Stephen Wolfram,et al.  Theory and Applications of Cellular Automata , 1986 .

[7]  G. Unnikrishnan,et al.  Optical encryption by double-random phase encoding in the fractional Fourier domain. , 2000, Optics letters.

[8]  Eun-Soo Kim,et al.  Robust image encryption by combined use of integral imaging and pixel scrambling techniques , 2009 .

[9]  B Javidi,et al.  Optical image encryption based on input plane and Fourier plane random encoding. , 1995, Optics letters.

[10]  Xiaolei Wang,et al.  Double random-phase encryption based on discrete quaternion fourier-transforms , 2011 .

[11]  Bahram Javidi,et al.  Digital three-dimensional image correlation by use of computer-reconstructed integral imaging. , 2002, Applied optics.

[12]  Xiao-Wei Li,et al.  Computational integral imaging-based 3D digital watermarking scheme using cellular automata transform and maximum length cellular automata , 2014, Multidimens. Syst. Signal Process..

[13]  Dong-Hak Shin,et al.  Occlusion removal method of partially occluded 3D object using sub-image block matching in computational integral imaging. , 2008, Optics express.

[14]  Bahram Javidi,et al.  Three-dimensional volumetric object reconstruction using computational integral imaging. , 2004, Optics express.

[15]  Eun-Soo Kim,et al.  A novel three-dimensional digital watermarking scheme basing on integral imaging , 2007 .

[16]  Xi Lu,et al.  Color image encryption based on orthogonal composite grating and double random phase encoding technique , 2012 .

[17]  Daomu Zhao,et al.  Optical color image encryption with redefined fractional Hartley transform , 2010 .

[18]  Bahram Javidi,et al.  Fault tolerance properties of a double phase encoding encryption technique , 1997 .

[19]  B. Javidi,et al.  Encrypting three-dimensional information with digital holography. , 2000, Applied optics.

[20]  Olu Lafe Cellular Automata Transforms: "Theory And Applications In Multimedia Compression, Encryption, And Modeling" , 2012 .

[21]  Xiao-Wei Li,et al.  Watermarking Based on Complemented MLCA and 2D CAT , 2011, J. Inform. and Commun. Convergence Engineering.

[22]  Sung-Wook Min,et al.  Three-dimensional display system based on computer-generated integral photography , 2001, IS&T/SPIE Electronic Imaging.

[23]  Ran Tao,et al.  Double image encryption based on random phase encoding in the fractional Fourier domain. , 2007, Optics express.

[24]  Dong-Hak Shin,et al.  Image quality enhancement in 3D computational integral imaging by use of interpolation methods. , 2007, Optics express.

[25]  Lu Xi,et al.  Information hiding based on double random-phase encoding and public-key cryptography. , 2009, Optics express.