A high capacity reversible data hiding scheme using orthogonal projection and prediction error modification

Authors:
Wien Hong;Tung-Shou Chen;Yu-Ping Chang;Chih-Wei Shiu
Affiliations:
Yu Da University, Department of Information Management, Miaoli 361, Taiwan;National Taichung Institute of Technology, Department of Computer Science and Information Engineering, Taichung, 404, Taiwan;Yu Da University, Department of Applied English, Miaoli, 361, Taiwan;National Chung-Hsing University, Department of Computer Science and Engineering, Taichung, 402, Taiwan
Venue:
Signal Processing
Year:
2010

Citing 10
Cited 6

Cyber warfare: steganography vs. steganalysis

Communications of the ACM - Voting systems
Multilevel reversible data hiding based on histogram modification of difference images

Pattern Recognition
A Minimal Euclidean Distance Searching Technique for Sudoku Steganography

ISISE '08 Proceedings of the 2008 International Symposium on Information Science and Engieering - Volume 01
Reversible image hiding scheme using predictive coding and histogram shifting

Signal Processing
Reversible data hiding exploiting spatial correlation between sub-sampled images

Pattern Recognition
Reversible data hiding for high quality images using modification of prediction errors

Journal of Systems and Software
DE-based reversible data hiding with improved overflow location map

IEEE Transactions on Circuits and Systems for Video Technology
Expansion Embedding Techniques for Reversible Watermarking

IEEE Transactions on Image Processing
Reversible data embedding using a difference expansion

IEEE Transactions on Circuits and Systems for Video Technology
Reversible data hiding

IEEE Transactions on Circuits and Systems for Video Technology

Adaptive reversible data hiding scheme based on integer transform

Signal Processing
Reversible image watermarking on prediction errors by efficient histogram modification

Signal Processing
Human visual system based data embedding method using quadtree partitioning

Image Communication
Improving the visual quality of random grid-based visual secret sharing

Signal Processing
Reversible data hiding in encrypted images using pseudorandom sequence modulation

IWDW'12 Proceedings of the 11th international conference on Digital Forensics and Watermaking
An Improved Reversible Data Hiding Scheme Based On Neighboring Pixel Differences

Proceedings of International Conference on Advances in Mobile Computing & Multimedia

Quantified Score

Hi-index	0.08

Visualization

Abstract

The payload of a histogram-shifting based reversible data hiding technique is primarily determined by the peak height of the corresponding image histogram. It is known that the peak height of the prediction error histogram is usually higher than that of image histogram itself. In 2009, Tsai et al. adopted the idea of histogram-shifting technique and embedded message by modifying the prediction errors to achieve a higher payload. They used a block-based approach and leaved some pixel values unmodified to predict other pixel values in a block. However, the unmodified pixels took up some embeddable space, causing a reduction in payload. In this paper, a new reversible data hiding technique based on prediction error modification is proposed. The orthogonal projection technique is employed to estimate the optimal weights of a linear predictor to increase the prediction accuracy and the embedding capacity. The experimental results revealed that the proposed method outperformed the existing histogram-shifting based reversible data hiding technique in terms of payload and image quality.