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High-Quality Reversible Data Hiding Approach Based on Evaluating Multiple Prediction Methods

Authors :
Kuan-Liang Liu
Chun-Hao Chang
Yi-Jhong Jhang
Cheng-Hsing Yang
National Pingtung University of Education
David Hutchison
Takeo Kanade
Bernhard Steffen
Demetri Terzopoulos
Doug Tygar
Gerhard Weikum
Linawati
Made Sudiana Mahendra
Erich J. Neuhold
A Min Tjoa
Ilsun You
Josef Kittler
Jon M. Kleinberg
Alfred Kobsa
Friedemann Mattern
John C. Mitchell
Moni Naor
Oscar Nierstrasz
C. Pandu Rangan
TC 5
TC 8
Source :
Information and Communication Technology ISBN: 9783642550317, ICT-EurAsia, Lecture Notes in Computer Science, 2nd Information and Communication Technology-EurAsia Conference (ICT-EurAsia), 2nd Information and Communication Technology-EurAsia Conference (ICT-EurAsia), Apr 2014, Bali, Indonesia. pp.622-632, ⟨10.1007/978-3-642-55032-4_64⟩
Publication Year :
2014
Publisher :
Springer Berlin Heidelberg, 2014.

Abstract

Part 2: The 2014 Asian Conference on Availability, Reliability and Security, AsiaARES 2014; International audience; Reversible data hiding based on prediction methods is a good technique that can hide secret bits into cover images efficiently. In this paper, we propose a reversible data hiding method based on four candidates of prediction methods and local complexity for enhancing stego-image quality. In our proposed method, before we embed the secret message in one level, we evaluate the four prediction methods by calculating their efficiency ratios to decide which prediction method will be used. When the selected prediction method is applied, a threshold based on local complexity is used to determine which pixel should join the shifting and embedding process. Therefore, more pixels will avoid executing the process of pixel shifting. It results in stego-images with lower distortion. The experimental results show that our image quality is superior to that of other approaches at the same capacity.

Details

ISBN :
978-3-642-55031-7
ISBNs :
9783642550317
Database :
OpenAIRE
Journal :
Information and Communication Technology ISBN: 9783642550317, ICT-EurAsia, Lecture Notes in Computer Science, 2nd Information and Communication Technology-EurAsia Conference (ICT-EurAsia), 2nd Information and Communication Technology-EurAsia Conference (ICT-EurAsia), Apr 2014, Bali, Indonesia. pp.622-632, ⟨10.1007/978-3-642-55032-4_64⟩
Accession number :
edsair.doi.dedup.....36d9f7b2003bfc62e9169722411b455d
Full Text :
https://doi.org/10.1007/978-3-642-55032-4_64