An Improved Watermarking Technique for Copyright Protection Based on Tchebichef Moments

Watermarking technique is a method to protect ownership of digital multimedia. Most existing watermarking techniques achieve a good level of imperceptibility and robustness. The challenges to achieve higher invisibility and resistance with lower computational time motivate researchers to work on new...

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Main Authors: Ferda Ernawan, Muhammad Nomani Kabir
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8873527/
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spelling doaj-7f50442c813f4db2be8dd46f48fccac92021-03-29T23:20:01ZengIEEEIEEE Access2169-35362019-01-01715198515200310.1109/ACCESS.2019.29480868873527An Improved Watermarking Technique for Copyright Protection Based on Tchebichef MomentsFerda Ernawan0https://orcid.org/0000-0002-6779-1594Muhammad Nomani Kabir1Faculty of Computer Systems & Software Engineering, Universiti Malaysia Pahang, Kuantan, MalaysiaFaculty of Computer Systems & Software Engineering, Universiti Malaysia Pahang, Kuantan, MalaysiaWatermarking technique is a method to protect ownership of digital multimedia. Most existing watermarking techniques achieve a good level of imperceptibility and robustness. The challenges to achieve higher invisibility and resistance with lower computational time motivate researchers to work on new watermarking schemes. Robustness against noise attacks and JPEG2000 compression needs to be improved to acquire a better resistance capability of the watermark. In this paper, we present a block-based Tchebichef watermarking technique for protecting copyrights. In this technique, the host image is first divided into non-overlapping blocks and Tchebichef moments are calculated for each block. The watermarks are embedded into the blocks with lower visual entropies. The watermark image is scrambled by Arnold transform before embedding into the Tchebichef moments of the selected image blocks. The proposed watermarking scheme was tested under noise additions, filtering, cropping and compressing attacks. Our scheme was verified and compared to the existing watermarking techniques under image geometric and processing attacks. Furthermore, the proposed scheme demonstrated a superior performance in robustness under noise attacks and JPEG2000.https://ieeexplore.ieee.org/document/8873527/Watermarkingcopyright protectionembedding algorithmtchebichef momentsvisual entropies
collection DOAJ
language English
format Article
sources DOAJ
author Ferda Ernawan
Muhammad Nomani Kabir
spellingShingle Ferda Ernawan
Muhammad Nomani Kabir
An Improved Watermarking Technique for Copyright Protection Based on Tchebichef Moments
IEEE Access
Watermarking
copyright protection
embedding algorithm
tchebichef moments
visual entropies
author_facet Ferda Ernawan
Muhammad Nomani Kabir
author_sort Ferda Ernawan
title An Improved Watermarking Technique for Copyright Protection Based on Tchebichef Moments
title_short An Improved Watermarking Technique for Copyright Protection Based on Tchebichef Moments
title_full An Improved Watermarking Technique for Copyright Protection Based on Tchebichef Moments
title_fullStr An Improved Watermarking Technique for Copyright Protection Based on Tchebichef Moments
title_full_unstemmed An Improved Watermarking Technique for Copyright Protection Based on Tchebichef Moments
title_sort improved watermarking technique for copyright protection based on tchebichef moments
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Watermarking technique is a method to protect ownership of digital multimedia. Most existing watermarking techniques achieve a good level of imperceptibility and robustness. The challenges to achieve higher invisibility and resistance with lower computational time motivate researchers to work on new watermarking schemes. Robustness against noise attacks and JPEG2000 compression needs to be improved to acquire a better resistance capability of the watermark. In this paper, we present a block-based Tchebichef watermarking technique for protecting copyrights. In this technique, the host image is first divided into non-overlapping blocks and Tchebichef moments are calculated for each block. The watermarks are embedded into the blocks with lower visual entropies. The watermark image is scrambled by Arnold transform before embedding into the Tchebichef moments of the selected image blocks. The proposed watermarking scheme was tested under noise additions, filtering, cropping and compressing attacks. Our scheme was verified and compared to the existing watermarking techniques under image geometric and processing attacks. Furthermore, the proposed scheme demonstrated a superior performance in robustness under noise attacks and JPEG2000.
topic Watermarking
copyright protection
embedding algorithm
tchebichef moments
visual entropies
url https://ieeexplore.ieee.org/document/8873527/
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