Title :
Reversible Data Hiding Based on Histogram Modification of SMVQ Indices
Author :
Lee, Jiann-Der ; Chiou, Yaw-Hwang ; Guo, Jing-Ming
Author_Institution :
Dept. of Electr. Eng., Chang Gung Univ. Tao-Yuan, Taoyuan, Taiwan
Abstract :
This work presents a novel reversible data-hiding scheme that embeds secret data into a transformed image and achieves lossless reconstruction of vector quantization (VQ) indices. The VQ compressed image is modified by the side-matched VQ scheme to yield a transformed image. Distribution of the transformed image is employed to achieve high embedding capacity and a low bit rate. Moreover, three configurations, under-hiding, normal-hiding, and over-hiding schemes, are utilized to improve the proposed scheme further for various applications. Experimental results demonstrate that the proposed scheme significantly enhances the compression ratio and embedding capacity. Experimental results also show that the proposed scheme achieves the best performance among approaches in literature in terms of the compression ratio and embedding capacity.
Keywords :
data compression; data encapsulation; image coding; image reconstruction; statistical analysis; vector quantisation; SMVQ indices; embedding capacity; histogram modification; image compression; image transformation; lossless image reconstruction; reversible data hiding; vector quantization; Data encapsulation; Data mining; Frequency domain analysis; Histograms; Image coding; Image reconstruction; Image restoration; Internet; Permission; Pixel; System-on-a-chip; Image compression; lossless data hiding; lossless recovery; vector quantization (VQ);
Journal_Title :
Information Forensics and Security, IEEE Transactions on
DOI :
10.1109/TIFS.2010.2066971