A general framework of reversible data hiding with controlled contrast enhancement
Document Type
Article
Publication Date
1-1-2020
Abstract
This paper proposes a two-step general framework for reversible data hiding (RDH) schemes with controllable contrast enhancement. The first step aims at preserving visual perception as much as possible on the basis of achieving high embedding capacity (EC), while the second step is used for increasing image contrast. In the second step, some peak-pairs are utilized so that the histogram of pixel values is modified to perform histogram equalization (HE), which would lead to the image contrast enhancement. However, for HE, the utilization of some peak-pairs easily leads to over-enhanced image contrast when a large number of bits are embedded. Therefore, in our proposed framework, contrast over-enhancement is avoided by controlling the degree of contrast enhancement. Since the second step can only provide a small amount of data due to controlled contrast enhancement, the first one helps to achieve a large amount of data without degrading visual quality. Any RDH method which can achieve high EC while preserve good visual quality, can be selected for the first step. In fact, Gao et al.’s method is a special case of our proposed framework. In addition, two simple and commonly-used RDH methods are also introduced to further demonstrate the generalization of our framework.
Identifier
85079104109 (Scopus)
Publication Title
Computers Materials and Continua
External Full Text Location
https://doi.org/10.32604/cmc.2020.05681
e-ISSN
15462226
ISSN
15462218
First Page
157
Last Page
177
Issue
1
Volume
62
Grant
61201393
Fund Ref
Natural Science Foundation of Xinjiang
Recommended Citation
Weng, Shaowei; Liu, Yiyun; Shi, Yunqing; Ou, Bo; Zhang, Chunyu; and Wang, Cuiping, "A general framework of reversible data hiding with controlled contrast enhancement" (2020). Faculty Publications. 5825.
https://digitalcommons.njit.edu/fac_pubs/5825
