A novel reversible data hiding method with image contrast enhancement
Document Type
Article
Publication Date
3-1-2018
Abstract
Recently, several image contrast enhancement methods have been proposed such that the original image can be recovered from its contrast-enhanced version. Hence a flexibility in changing image contrast can be provided when needed. However, the artificial distortions may be introduced into the image content after adopting these methods. Meanwhile, there is lack of using the adequate image quality metrics for performance evaluation. In this paper, a novel reversible data hiding method is proposed for image contrast enhancement. To better preserve image quality, it is restricted that only the adjacent bins in the original image histogram may be merged in the pre-processing. The proposed method has been applied to two image sets and compared with the previous methods. For image quality assessment, the PSNR, SSIM and three no-reference metrics have been adopted in performance evaluation. The experimental results have clearly shown that better visual quality can be achieved with the proposed method. Besides recovering the original images, extra data can be hidden into the contrast-enhanced images and correctly extracted.
Identifier
85039722346 (Scopus)
Publication Title
Signal Processing Image Communication
External Full Text Location
https://doi.org/10.1016/j.image.2017.12.006
ISSN
09235965
First Page
64
Last Page
73
Volume
62
Grant
2016B090920081
Fund Ref
National Natural Science Foundation of China
Recommended Citation
Wu, Hao Tian; Tang, Shaohua; Huang, Jiwu; and Shi, Yun Qing, "A novel reversible data hiding method with image contrast enhancement" (2018). Faculty Publications. 8818.
https://digitalcommons.njit.edu/fac_pubs/8818
