TY - JOUR
T1 - Reversible Data Hiding With Brightness Preserving Contrast Enhancement by Two-Dimensional Histogram Modification
AU - Wu, Hao Tian
AU - Cao, Xin
AU - Jia, Ruoyan
AU - Cheung, Yiu Ming
N1 - Funding information:
This work was supported in part by the Natural Science Foundation of Guangdong Province of China under Grant 2021A1515011798, in part by the National Natural Science Foundation of China under Grant 61772208, in part by the NSFC/RGC Joint Research Scheme under Grant N_HKBU214/21, in part by the RGC General Research Fund under Grant 12201321, in part by the Hong Kong Baptist University under Grant RC-FNRA-IG/18-19/SCI/03 and Grant RC-IRCMs/18-19/SCI/01, in part by the Innovation and Technology Fund of Innovation and Technology Commission of the Hong Kong Government under Grant ITS/339/18, and in part by the Shenzhen Science and Technology Innovation Commission under Grant SGDX20190816230207535. This article was recommended by Associate Editor X. Zhang. (Corresponding author: Yiu-Ming Cheung.)
Publisher copyright:
© 2022 IEEE.
PY - 2022/11
Y1 - 2022/11
N2 - Recently, contrast enhancement with reversible data hiding (CE-RDH) has been proposed for digital images to hide useful data into contrast-enhanced images. In existing schemes, one-dimensional (1D) or two-dimensional (2D) histogram is equalized during the process of CE-RDH so that an original image can be exactly recovered from its contrast-enhanced version. However, noticeable brightness change and color distortion may be introduced by applying these schemes, especially in the case of over enhancement. To preserve image quality, this paper presents a new 2D histogram based CE-RDH scheme by taking brightness preservation (BP) into account. In particular, the row or column of histogram bins with the maximum total height are chosen to be expanded at each time of histogram modification, while the row or column of bins to be expanded next are adaptively chosen according to the change of image brightness. Experimental results on three color image sets demonstrate efficacy and reversibility of the proposed scheme. Compared with the schemes using 1D histogram, image brightness can be preserved more finely by modifying the generated 2D histogram. Moreover, our proposed scheme preserves image color and brightness while achieving better image quality than the existing schemes.
AB - Recently, contrast enhancement with reversible data hiding (CE-RDH) has been proposed for digital images to hide useful data into contrast-enhanced images. In existing schemes, one-dimensional (1D) or two-dimensional (2D) histogram is equalized during the process of CE-RDH so that an original image can be exactly recovered from its contrast-enhanced version. However, noticeable brightness change and color distortion may be introduced by applying these schemes, especially in the case of over enhancement. To preserve image quality, this paper presents a new 2D histogram based CE-RDH scheme by taking brightness preservation (BP) into account. In particular, the row or column of histogram bins with the maximum total height are chosen to be expanded at each time of histogram modification, while the row or column of bins to be expanded next are adaptively chosen according to the change of image brightness. Experimental results on three color image sets demonstrate efficacy and reversibility of the proposed scheme. Compared with the schemes using 1D histogram, image brightness can be preserved more finely by modifying the generated 2D histogram. Moreover, our proposed scheme preserves image color and brightness while achieving better image quality than the existing schemes.
KW - Reversible data hiding
KW - image enhancement
KW - 2D histogram
KW - brightness preservation
KW - histogram equalization
UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85131765950&doi=10.1109%2fTCSVT.2022.3180007&partnerID=40&md5=398f94840e160c98f7121f117e0a2069
U2 - 10.1109/TCSVT.2022.3180007
DO - 10.1109/TCSVT.2022.3180007
M3 - Journal article
SN - 1051-8215
VL - 32
SP - 7605
EP - 7617
JO - IEEE Transactions on Circuits and Systems for Video Technology
JF - IEEE Transactions on Circuits and Systems for Video Technology
IS - 11
ER -