TY - GEN
T1 - PPE-based reversible data hiding
AU - Wu, Han Zhou
AU - Wang, Hong Xia
AU - Shi, Yun Qing
N1 - Publisher Copyright:
© 2016 ACM.
PY - 2016
Y1 - 2016
N2 - We propose to utilize the prediction-error of prediction error (PPE) of a pixel to reversibly carry the secret data in this letter. In the proposed method, the pixels to be embedded are firstly predicted with their neighboring pixels to obtain the prediction errors (PEs). By exploiting the PEs of the neighboring pixels, the prediction of the PEs of the pixels to be embedded can be then determined. And, a sorting technique based on the local complexity of a pixel is used to collect the PPEs to generate an ordered PPE sequence so that, smaller PPEs will be processed first for data embedding. By reversibly shifting the PPE histogram (PPEH) with optimized parameters, the pixels corresponding to the altered PPEH bins can be finally modified to carry the entire secret data. Experimental results have implied that, the proposed algorithm can benefit from the prediction procedure, sorting technique as well as parameters selection, and therefore outperform some state-of-The-Art works in terms of payload-distortion performance.
AB - We propose to utilize the prediction-error of prediction error (PPE) of a pixel to reversibly carry the secret data in this letter. In the proposed method, the pixels to be embedded are firstly predicted with their neighboring pixels to obtain the prediction errors (PEs). By exploiting the PEs of the neighboring pixels, the prediction of the PEs of the pixels to be embedded can be then determined. And, a sorting technique based on the local complexity of a pixel is used to collect the PPEs to generate an ordered PPE sequence so that, smaller PPEs will be processed first for data embedding. By reversibly shifting the PPE histogram (PPEH) with optimized parameters, the pixels corresponding to the altered PPEH bins can be finally modified to carry the entire secret data. Experimental results have implied that, the proposed algorithm can benefit from the prediction procedure, sorting technique as well as parameters selection, and therefore outperform some state-of-The-Art works in terms of payload-distortion performance.
KW - Adaptive
KW - Prediction-error of prediction error (PPE)
KW - Reversible data hiding
KW - Sorting
KW - Watermarking
UR - http://www.scopus.com/inward/record.url?scp=85015079495&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85015079495&partnerID=8YFLogxK
U2 - 10.1145/2909827.2933196
DO - 10.1145/2909827.2933196
M3 - Conference contribution
AN - SCOPUS:85015079495
T3 - IH and MMSec 2016 - Proceedings of the 2016 ACM Information Hiding and Multimedia Security Workshop
SP - 187
EP - 188
BT - IH and MMSec 2016 - Proceedings of the 2016 ACM Information Hiding and Multimedia Security Workshop
PB - Association for Computing Machinery, Inc
T2 - 4th ACM Information Hiding and Multimedia Security Workshop, IH and MMSec 2016
Y2 - 20 June 2016 through 22 June 2016
ER -