Reversible data hiding in encrypted medical DICOM image

被引:0
作者
Ping Kong
Di Fu
Xinran Li
Chuan Qin
机构
[1] Shanghai University of Medicine and Health Sciences,Shanghai Key Laboratory of Molecular Imaging
[2] University of Shanghai for Science and Technology,School of Medical Instrument and Food Engineering
[3] Qilu University of Technology,School of Cyber Security
[4] University of Shanghai for Science and Technology,School of Optical
来源
Multimedia Systems | 2021年 / 27卷
关键词
Reversible data hiding; DICOM image; Image encryption; Tampering detection;
D O I
暂无
中图分类号
学科分类号
摘要
This paper proposes a novel reversible data hiding (RDH) scheme in encrypted domain for medical DICOM images. Although a lot of RDH schemes for encrypted images have been presented, however, most of them are unsuitable for medical DICOM images, as they do not utilize the features of the DICOM image format, and the recovery accuracy is low because medical images have large areas with the same pixel values. To avoid these weaknesses, our scheme segments the image and only embeds data into part of the encrypted image. The redundancy of pixel cells in DICOM images is exploited so that auxiliary data can be embedded into the image. The order of data extraction and image recovery, which can be optimized by the number of recovered blocks around the unrecovered block, is calculated to improve the recovery accuracy. In addition, to ensure the integrity of the DICOM image, the hash value of the minimum bounding rectangle of ROI and the feature bit matrix of the rest are calculated. If the image is tampered, the tampered area, especially ROI, can be accurately detected and located on the receiver side. Experimental results demonstrate the effectiveness of the proposed scheme.
引用
收藏
页码:303 / 315
页数:12
相关论文
共 55 条
[1]  
Fridrich J(2002)Lossless data embedding—new paradigm in digital watermarking EURASIP J. Adv. Signal Process. 2002 185-196
[2]  
Goljan M(2003)Reversible data embedding using a difference expansion IEEE Trans. Circuits Syst. Video Technol. 13 890-896
[3]  
Du R(2006)Reversible data hiding IEEE Trans. Circuits Syst. Video Technol. 16 354-362
[4]  
Tian J(2007)Expansion embedding techniques for reversible watermarking IEEE Trans. Image Process. 16 721-730
[5]  
Ni Z(2011)Reversible data hiding in encrypted images IEEE Signal Process. Lett. 18 255-258
[6]  
Shi Y-Q(2012)An improved reversible data hiding in encrypted images using side match IEEE Signal Process. Lett. 19 199-202
[7]  
Ansari N(2015)Effective reversible data hiding in encrypted image with privacy protection for image content J. Vis. Commun. Image Represent. 31 154-164
[8]  
Su W(2013)Reversible data embedment for encrypted cartoon images using unbalanced bit flipping Proc. Int. Conf. Swarm Intell. 7929 208-214
[9]  
Thodi DM(2012)Separable reversible data hiding in encrypted image IEEE Trans. Inf. Forensics Secur. 7 826-832
[10]  
Rodriguez JJ(2014)High-capacity reversible data hiding in encrypted images by prediction error Signal Process. 104 387-400