Efficient LSB substitution for interpolation based reversible data hiding scheme

Interpolation based reversible data hiding (IRDH) has created a new paradigm for data hiding research. This paper presents a new IRDH scheme with quadratic interpolation for digital image applications. A set of least significant bits (LSBs) are sought to be efficiently utilized in an adaptive manner for lower possible embedding distortion with higher embedding capacity. Particularly, a recent IRDH scheme employed a flag bit to track the form of embedded payload-bits (i.e., original or complement) in an embedded pixel. Whereas, we propose to utilize the correlation between the embeddable pixel and estimated versions of embedded pixel to embed one more data bit in place of the flag bit. Thus, our proposed scheme avoids using flag bit resulting in higher embedding capacity as demonstrated by our early experimental results. A significantly higher embedding capacity (i.e., about 30%–50% higher bpp) with reasonably better image quality (i.e., of about 1%–5% higher PSNR and SSIM values) is obtained for different values of capacity control parameter.

[1]  Colin Boyd,et al.  Digital image watermarking: its formal model, fundamental properties and possible attacks , 2014, EURASIP Journal on Advances in Signal Processing.

[2]  Walter Bender,et al.  Applications for data hiding , 2000, IBM Syst. J..

[3]  Ki-Hyun Jung,et al.  Data hiding method using image interpolation , 2009, Comput. Stand. Interfaces.

[4]  Jeffrey J. Rodríguez,et al.  Expansion Embedding Techniques for Reversible Watermarking , 2007, IEEE Transactions on Image Processing.

[5]  Jun Tian,et al.  Reversible data embedding using a difference expansion , 2003, IEEE Trans. Circuits Syst. Video Technol..

[6]  Hussain Nyeem,et al.  Developing a block-wise interpolation based adaptive data embedding scheme , 2016, 2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT).

[7]  Wageeh Boles,et al.  Content-independent embedding scheme for multi-modal medical image watermarking , 2015, Biomedical engineering online.

[8]  Ingemar J. Cox,et al.  Models of Watermarking , 2002 .

[9]  Younho Lee,et al.  A new data hiding scheme for binary image authentication with small image distortion , 2009, Inf. Sci..

[10]  Xiaolong Li,et al.  High-fidelity reversible data hiding based on pixel-value-ordering and pairwise prediction-error expansion , 2016, J. Vis. Commun. Image Represent..

[11]  Min Wu,et al.  Data hiding in binary image for authentication and annotation , 2004, IEEE Transactions on Multimedia.

[12]  Xiaoyun Wang,et al.  High capacity data hiding based on interpolated image , 2016, Multimedia Tools and Applications.

[13]  Shiuh-Jeng Wang,et al.  Steganography of Data Embedding in Multimedia Images Using Interpolation and Histogram Shifting , 2013, 2013 Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing.

[14]  Yongjian Hu,et al.  DE-Based Reversible Data Hiding With Improved Overflow Location Map , 2009, IEEE Transactions on Circuits and Systems for Video Technology.

[15]  Chin-Feng Lee,et al.  An efficient image interpolation increasing payload in reversible data hiding , 2012, Expert Syst. Appl..