具有对比度增强效果的可逆信息隐藏研究进展与展望

杨杨; 张卫明; 侯冬冬; 王辉; 俞能海

doi:10.11959/j.issn.2096-109x.2016.00045

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具有对比度增强效果的可逆信息隐藏研究进展与展望

综述 | 更新时间：2024-06-03

- 具有对比度增强效果的可逆信息隐藏研究进展与展望
- Research and prospect of reversible data hiding method with contrast enhancement
- 网络与信息安全学报 2016年2卷第4期页码：12-20
- 作者机构：
  
  1. 中国科学技术大学中国科学院电磁空间信息重点实验室，安徽合肥 230027
  2. 安徽大学电子信息工程学院，安徽合肥 230039
- 作者简介：
  
  [ "杨杨（1980-），女，安徽合肥人，博士，中国科学技术大学博士后，安徽大学讲师，主要研究方向为信息隐藏、图像质量评价。" ]
  [ "张卫明（1976-），男，河北定州人，博士，中国科学技术大学副教授，主要研究方向为信息隐藏、密码学和媒体内容安全。" ]
  [ "侯冬冬（1991-），男，安徽淮南人，中国科学技术大学硕士生，主要研究方向为信息隐藏、图像处理等。" ]
  [ "王辉（1992-），男，浙江嘉兴人，中国科学技术大学硕士生，主要研究方向为密文域可逆信息隐藏、图像处理等。" ]
  [ "俞能海（1964-），男，安徽无为人，博士，中国科学技术大学教授、博士生导师，主要研究方向为图像处理与媒体内容安全、互联网信息检索与数据挖掘。" ]
- 基金信息：
  
  国家自然科学基金资助项目;The National Natural Science Foundation of China(61572452);国家自然科学基金资助项目;The National Natural Science Foundation of China(61502007);中国科学院战略性先导科技专项子课题基金资助项目;The Strategic Priority Research Program of the Chinese Academy of Sciences(XDA06030601);安徽省自然科学基金资助项目;The Natural Science Foumdation of Anhui Prov-ince(1608085MF125);中国博士后科学基金资助项目;China Postdoctoral Science Foundation(2015M582015);安徽大学博士科研基金资助项目;Doctoral Scientific Research Founda-tion of Anhui University(J01001319)
- DOI：10.11959/j.issn.2096-109x.2016.00045
  中图分类号： TP393
- 网络首发：2016-04，
  
  纸质出版：2016-04-15
- 稿件说明：
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杨杨, 张卫明, 侯冬冬, 等. 具有对比度增强效果的可逆信息隐藏研究进展与展望[J]. 网络与信息安全学报, 2016,2(4):12-20.

Yang YANG, Wei-ming ZHANG, ong-dong HOUD, et al. Research and prospect of reversible data hiding method with contrast enhancement[J]. Chinese Journal of Network and Information Security, 2016, 2(4): 12-20.
杨杨, 张卫明, 侯冬冬, 等. 具有对比度增强效果的可逆信息隐藏研究进展与展望[J]. 网络与信息安全学报, 2016,2(4):12-20. DOI： 10.11959/j.issn.2096-109x.2016.00045.

Yang YANG, Wei-ming ZHANG, ong-dong HOUD, et al. Research and prospect of reversible data hiding method with contrast enhancement[J]. Chinese Journal of Network and Information Security, 2016, 2(4): 12-20. DOI： 10.11959/j.issn.2096-109x.2016.00045.

摘要

可逆信息隐藏技术可以确保提取信息后无损恢复载体，该技术可用于军事、司法、医学等图像的认证或标注，在这些应用中图像很敏感，轻微的修改也是不允许的。尤其在医学图像中，可逆信息隐藏可用来保护病人隐私。主要介绍了具有对比度增强效果的可逆信息隐藏，根据运用的载体类型将其分为基于像素直方图的方法和基于预测误差直方图的对比度增强的方法。该系列方法的主要目的是从主观上提高载密图像的质量，并同时实现可逆信息嵌入，这类方法适用于医学图像隐私保护。最后，通过分析现有工作的优势与不足，对未来的发展方向做了展望。

Abstract

Reversible data hiding methods can recover the cover image losslessly after extracting the secret message from the marked image.Such technology can be used in the certification or the label of military

justice and medical images

which are sensitive and slight modification are not allowed.Especially for the medical images

RDH tech-nology can be used in protecting the privacy of the patient.A series of RDH methods with contrast enhancement ef-fect were introduced and classified into pixel-based histogram methods and prediction-error-based histogram meth-ods according to the type of carrier in RDH scheme.The main purpose of such algorithms was to improve the sub-jective visual quality of marked images and to embed secret data into cover image reversibly meanwhile.These se-ries of algorithms were suitable for the research of privacy protection of medical image.Finally

future development in this direction is prospected through analyzing the advantages and disadvantages of the existing work.

关键词

Keywords

references

SHI Y Q , NI Z , ZOU D , et al . Lossless data hiding:fundamentals,algorithms and applications [C ] // IEEE ISCAS . c 2004 : 33 - 36 .

ZHANG W M , MA K D , YU N H . Reversibility improved data hiding in encrypted images [J ] . Signal Processing , 2014 , 94 ( 1 ): 118 - 127 .

ZHANG W M , HU X C , YU N H , et al . Recursive histogram modi-fication:establishing equivalency between reversible data hiding and lossless data compression [J ] . IEEE Transactions on Image Processing , 2013 , 22 ( 7 ): 2775 - 2785 .

HU X C , ZHANG W M , YU N H , et al . Fast estimation of optimal marked-signal distribution for reversible data hiding [J ] . IEEE Transactions on Information Forensics and Security , 2013 , 8 ( 5 ): 779 - 788 .

ZHANG W M , CHEN B , YU N H , Improving various reversible data hiding schemes via optimal codes for binary covers [J ] . IEEE Transactions on Image Processing , 2012 , 21 ( 6 ): 2991 - 3003

LI X , ZHANG W , GUI X , et al . A novel reversible data hiding scheme based on two-dimensional difference histogram modifica-tion [J ] . IEEE Transactions on Information Forensics and Security , 2013 , 8 ( 7 ): 1091 - 1100 .

ZHANG X , QIAN Z , FENG G . Efficient reversible data hiding in encrypted images [J ] . Journal of Visual Communication and Image Representation , 2014 , 25 ( 2 ): 322 - 328 .

QIN C , CHANG C C , CHIU Y P . A novel joint data-hiding and compression scheme based on SMVQ and image inpainting [J ] . IEEE Transactions on Image Processing , 2014 , 23 ( 3 ): 49 - 55 .

FENG J , LIN I , TSAI C , et al . Reversible watermarking:current status and key issues [J ] . International Journal of Network Security , 2016 , 2 ( 3 ): 161 - 171 .

CHUNG K , HUANG Y , CHANG P , et al . Reversible data hid-ing-based approach for intra-frame error concealment in H.264/AVC [J ] . IEEE Transactions on Circuits System and Video Technology , 2010 , 20 ( 11 ): 1643 - 1647 .

BAO F , DENG R H , OOI B C , et al . Tailored reversible watermarking schemes for authentication of electronic clinical atlas [J ] . IEEE Trans-actions on Information Technology in Biomedicine , 2005 , 9 ( 4 ): 554 - 563 .

BRAR A S , KAUR M . Reversible watermarking techniques for medical images with ROI-temper detection and recovery-a sur-vey [J ] . International Journal of Emerging Technology and Ad-vanced Engineering , 2012 , 2 ( 1 ): 32 - 36 .

THODI D , RODRIGUEZ J . Expansion embedding techniques for reversible watermarking [J ] . IEEE TransactionsImage Processing , 2017 , 16 ( 3 ): 721 - 730 .

SACHNEV V , KIM H J , NAM J , et al . Reversible watermarking algorithm using sorting and prediction [J ] . IEEE Transactions on Circuits and Systems for Video Technology , 2009 , 19 ( 7 ): 989 - 999 .

LI X B , ZHAO Y , NI R , et al . Pairwise prediction-error expansion for efficient reversible data hiding [J ] . IEEE Transactions on Image Processing , 2013 , 22 ( 12 ): 5010 - 5012 .

DRAGOI I C , COLTUC D . Local-prediction-based difference expansion reversible watermarking [J ] . IEEE Transactions on Image Processing , 2014 , 23 ( 4 ): 1779 - 1790 .

LI X , YANG B , ZENG T . Efficient reversible watermarking based on adaptive prediction-error expansion and pixel selection [J ] . IEEE Transactions on Image Processing , 2011 , 20 ( 12 ): 3524 - 3533 .

NI Z , SHI Y , ANSARI N , et al . Reversible data hiding [J ] . IEEE Transactions Circuits Systems for Video Technology , 2006 , 16 ( 3 ): 354 - 362 .

QIN C , CHANG C C , HUANG Y H , et al . An inpainting-assisted reversible steganographic scheme using a histogram shifting mechanism [J ] . IEEE Transactions on Circuits and Systems for Video Technology , 2013 , 23 ( 7 ): 1109 - 1118 .

TIAN J . Reversible data embedding using a difference expansion [J ] . IEEE Transactions on Circuits System and Video Technology , 2003 , 13 ( 8 ): 890 - 896 .

QIN C , CHANG C C , LIAO L T . An adaptive prediction-error expansion oriented reversible information hiding scheme [J ] . Pattern Recognition Letters , 2012 , 33 ( 16 ): 2166 - 2172 .

WANG Z , BOVIK A C , SHEIKH H R , et al . Image quality assess-ment:from error visibility to structural similarity [J ] . IEEE Transac-tions on Image Process , 2004 , 13 ( 4 ): 600 - 612 .

YANG Y , MING J . Image quality assessment based on the space similarity decomposition model [J ] . Signal Processing , 2016 , 120 ( 3 ): 797 - 805 .

WU H T , DUGELAY J L , SHI Y Q . Reversible image data hiding with contrast enhancement [J ] . IEEE Signal Processing Letters , 2015 , 22 ( 1 ): 81 - 85 .

GAO G Y , SHI Y Q . Reversible data hiding using controlled con-trast enhancement and integer wavelet transform [J ] . IEEE Signal Processing Letters , 2015 , 22 ( 11 ): 2078 - 2082 .

YANG Y , ZHANG W M , YU N H . Improving visual quality of reversible data hiding in medical image by texture-based contrast enhancement [C ] // The 11th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,Adelaide,Australia , c 2015 : 81 - 84 .

YANG Y , ZHANG W M , DONG L , et al . Reversible data hiding in medical images with improving texture area resolution and using message sparse representation [J ] . Digital Signal Processing , 2016 , 52 : 13 - 24 .

HOWARD P G , KOSSENTINI F , MARTINS B , et al . The emerging JBIG2 standard [J ] . IEEE TransactionsCircuits Systems for Video Technol , 1998 , 8 ( 7 ): 838 - 848 .

GAO M , WANG L . Comprehensive evaluation for HE based con-trast enhancement [M ] . Berlin:Springer . 2013 : 331 - 338 .

ZHANG W M , CHEN B , YU N H . Improving various reversible data hiding schemes via optimal codes for binary covers [J ] . IEEE Transactions on Image Processing , 2012 , 21 ( 6 ): 2991 - 3003 .

KIM Y T . Contrast enhancement using brightness preserving bi-histogram equalization [J ] . IEEE Transactions on Consumer Elec-tronics , 1997 , 43 ( 1 ): 1 - 8 .

CHEN S D , RAMLI A R . Contrast enhancement using recursive mean-separate histogram equalization for scalable brightness pres-ervation [J ] . IEEE Transactions on Consumer Electronics , 2003 , 49 ( 4 ): 1301 - 1309 .

WANG Y , CHEN Q , ZHANG B . Image enhancement based on equal area dualistic sub-image histogram equalization method [J ] . IEEE Transactions on Consumer Electronics , 1999 , 45 ( 1 ): 68 - 75 .

SIM K S , TSO C P , TAN Y Y . Recursive sub-image histogram equalization applied to gray scale images [J ] . Pattern Recognition Letters , 2007 , 28 ( 10 ): 1209 - 1221 .

CHEN S D , RARNLI A R . Minimum mean brightness error bi-histogram equalization in contrast enhancement [J ] . IEEE Trans-actions on Consumer Electronics , 2003 , 49 ( 4 ): 1310 - 1319 .

GU K , ZHAI G T , LIN W S , et al . The analysis of image contrast:from quality assessment to automatic enhancement [J ] . IEEE Transactions on Cybernetics , 2016 , 46 ( 1 ): 1 .

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