Efficient reversible data hiding via two layers of double-peak embedding

TL;DR

This paper introduces a double-peak two-layer embedding method for reversible data hiding that significantly increases embedding capacity by utilizing higher and lower bit planes with prediction error expansion.

Contribution

It proposes a novel double-peak two-layer embedding strategy that enhances embedding rate and image quality in reversible data hiding.

Findings

Achieves up to 83% higher embedding rate

Improves image quality compared to existing methods

Effectively utilizes redundancy in image bit planes

Abstract

Reversible data hiding continues to attract significant attention in recent years. In particular, an increasing number of authors focus on the higher significant bit (HSB) plane of an image which can yield more redundant space. On the other hand, the lower significant bit planes are often ignored for embedding in existing schemes due to their harm to the embedding rate. This paper proposes an efficient reversible data hiding scheme via a double-peak two-layer embedding (DTLE) strategy with prediction error expansion. The higher six-bit planes of the image are assigned as the HSB plane, and double prediction error peaks are applied in either embedding layer. This makes fuller use of the redundancy space of images compared with the one error peak strategy. Moreover, we carry out the median-edge detector pre-processing for complex images to reduce the size of the auxiliary information. A series of experimental results show that our DTLE approach achieves up to 83% higher embedding rate on real-world datasets while guaranteeing better image quality.