DocumentCode :
25036
Title :
Reversible Image Data Hiding with Contrast Enhancement
Author :
Hao-Tian Wu ; Dugelay, Jean-Luc ; Yun-Qing Shi
Author_Institution :
Sch. of Digital Media, Jiangnan Univ., Wuxi, China
Volume :
22
Issue :
1
fYear :
2015
fDate :
Jan. 2015
Firstpage :
81
Lastpage :
85
Abstract :
In this letter, a novel reversible data hiding (RDH) algorithm is proposed for digital images. Instead of trying to keep the PSNR value high, the proposed algorithm enhances the contrast of a host image to improve its visual quality. The highest two bins in the histogram are selected for data embedding so that histogram equalization can be performed by repeating the process. The side information is embedded along with the message bits into the host image so that the original image is completely recoverable. The proposed algorithm was implemented on two sets of images to demonstrate its efficiency. To our best knowledge, it is the first algorithm that achieves image contrast enhancement by RDH. Furthermore, the evaluation results show that the visual quality can be preserved after a considerable amount of message bits have been embedded into the contrast-enhanced images, even better than three specific MATLAB functions used for image contrast enhancement.
Keywords :
data encapsulation; image enhancement; mathematics computing; MATLAB functions; PSNR value; RDH algorithm; data embedding; histogram equalization; image contrast enhancement; reversible image data hiding algorithm; visual quality improvement; Data mining; Educational institutions; Electronic mail; Histograms; PSNR; Signal processing algorithms; Visualization; Contrast enhancement; histogram modification; location map; reversible data hiding; visual quality;
fLanguage :
English
Journal_Title :
Signal Processing Letters, IEEE
Publisher :
ieee
ISSN :
1070-9908
Type :
jour
DOI :
10.1109/LSP.2014.2346989
Filename :
6877649
Link To Document :
بازگشت