Title :
A New Histogram Modification Based Reversible Data Hiding Algorithm Considering the Human Visual System
Author :
Jung, Seung-Won ; Le Thanh Ha ; Ko, Sung-Jea
Author_Institution :
Dept. of Electr. Eng., Korea Univ., Seoul, South Korea
Abstract :
In this letter, we propose an improved histogram modification based reversible data hiding technique. In the proposed algorithm, unlike the conventional reversible techniques, a data embedding level is adaptively adjusted for each pixel with a consideration of the human visual system (HVS) characteristics. To this end, an edge and the just noticeable difference (JND) values are estimated for every pixel, and the estimated values are used to determine the embedding level. This pixel level adjustment can effectively reduce the distortion caused by data embedding. The experimental results and performance comparison with other reversible data hiding algorithms are presented to demonstrate the validity of the proposed algorithm.
Keywords :
computer vision; data encapsulation; embedded systems; image coding; HVS characteristics; data embedding level; histogram modification; human visual system; just noticeable difference values; pixel level adjustment; reversible data hiding algorithm; Histograms; Image edge detection; Pixel; Prediction algorithms; Signal processing algorithms; Visualization; Watermarking; Data hiding; human visual system; just noticeable difference; lossless watermarking;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2010.2095498