A Reversible Data Hiding Method with Contrast Enhancement for Medical Images by Preserving Authenticity
Riny Joy, Federal Institute of Science and Technology; Jyothish K John ,Federal Institute of Science and Technology
Authentication, Background Segmentation, Encryption, Region of Interest, Reversible Data Hiding
This paper presents a reversible data hiding method with contrast enhancement for medical images by preserving authenticity. Here the objective of reversible data hiding is to embed some secret information such as diagnosis report, patient ID etc., into the medical image in an invisible manner. In addition with the embedding of information into the image the proposed method achieves contrast enhancement without any visual distortions as in the previous methods. In addition with the contrast enhancement, the proposed method also provide security by introducing a visually meaningful image encryption so that instead of producing a noise like or texture like encrypted image this method will produce a visually meaningful encrypted image. Thereby it reduces the chance of security attacks. Also the embedding of digital watermark with this encryption will helps to ensure the authenticity of the medical images.
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[1] G. Coatrieux, H. Maitre, B. Sankur, Y. Rolland, R. Collorec, “Relevance of watermarking in medical images ", in: IEEE EMBS Int. Conf. Information Technology Applications in Biomedicine, 2000, pp. 250255.
[2] W. Pan, G. Coatrieux, J. Montagner, N. Cuppens, F. Cuppens, C. Roux, “Comparison of some reversible watermarking methods in application to medical images", in: 31st Annual Int. IEEE Conf. Engineering in Medicine and Biology Society, 2009, pp. 21722175.
[3] J. Tian, “Reversible data embedding using a difference expansion", IEEE Trans. Circ.Syst. Video Technol. 13 (8) (2003) 890896.
[4] Z. Ni, Y.Q. Shi, N. Ansari, W. Su, “Reversible data hiding", IEEE Trans. Circ. Syst.Video Technol. 16 (3) (2006) 354362.
[5] H.C. Huang, W.C. Fang, “Authenticity preservation with histogram-based reversible data hiding and quadtree concepts”, Sensors 11 (10) (2011) 97179731.
[6] H.T. Wu, J. Huang, “Reversible image watermarking on prediction error by efficient histogram modification", Signal Process. 92 (12) (2012) 30003009.
[7] H.C. Huang, F.C. Chang, “Hierarchy-based reversible data hiding", Expert Syst.Appl. 40 (1) (2013) 3443.
[8] B. Ou, X. Li, Y. Zhao, R. Ni, Y.-Q. Shi, “Pairwise prediction-error expansion for efficient reversible data hiding", IEEE Trans. Image Process. 22 (12) (2013) 50105021.
[9] X. Zhang, “Separable reversible data hiding in encrypted image", IEEE Trans. Inform. Forensics Secur. 7 (2) (2012) 826832.
[10] X. Wu, W. Sun, “High-capacity reversible data hiding in encrypted images by prediction error”, Signal Process. 104 (2014) 387400.35
[11] X. Liao, C. Shu, “Reversible data hiding in encrypted images based on absolute mean difference of multiple neighboring pixels of multiple neighboring pixels", J. Vis. Commun. Image Represent. 28 (4) (2015) 2127.
[12] H.T. Wu, J.L. Dugelay, Y.Q. Shi, “Reversible image data hiding with contrast enhancement", IEEE Signal Process. Lett. 22 (1) (2015) 8185.
[13] Hao-Tian Wua, Jiwu Huang, Yun-Qing Shi, “A reversible data hiding method with contrast enhancement for medical images", J. Vis. Commun. Image R. 31 (2015) 146153
[14] Otsu’s Method.
Paper ID: GRDJEV01I090069
Published in: Volume : 1, Issue : 9
Publication Date: 2016-09-01
Page(s): 51 - 60
Published in: Volume : 1, Issue : 9
Publication Date: 2016-09-01
Page(s): 51 - 60