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Robust blind image watermarking scheme using a modified embedding process based on differential method in DTCWT-DCT

This research paper presents a modified blind and robust image watermarking scheme that combines dual-tree complex wavelet transform (DTCWT) and discrete cosine transform (DCT) domains. A key challenge for researchers is to determine the optimal locations for embedding watermarks in the low-frequenc...

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Main Authors: Lebcir, Mohamed, Suryanti, Awang, Benziane, Ali
Format: Article
Language:English
English
Published: Springer US 2024
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://umpir.ump.edu.my/id/eprint/40256/1/Robust%20blind%20image%20watermarking%20scheme%20using%20a%20modified%20embedding%20process%20based%20on%20differential%20method%20in%20DTCWT-DCT%20%28Intro%29.pdf
http://umpir.ump.edu.my/id/eprint/40256/2/Robust%20blind%20image%20watermarking%20scheme%20using%20a%20modified%20embedding%20process%20based%20on%20differential%20method%20in%20DTCWT-DCT.pdf
http://umpir.ump.edu.my/id/eprint/40256/
https://doi.org/10.1007/s11042-024-18185-0
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spelling my.ump.umpir.402562024-02-02T07:50:58Z http://umpir.ump.edu.my/id/eprint/40256/ Robust blind image watermarking scheme using a modified embedding process based on differential method in DTCWT-DCT Lebcir, Mohamed Suryanti, Awang Benziane, Ali QA75 Electronic computers. Computer science This research paper presents a modified blind and robust image watermarking scheme that combines dual-tree complex wavelet transform (DTCWT) and discrete cosine transform (DCT) domains. A key challenge for researchers is to determine the optimal locations for embedding watermarks in the low-frequency coefficients of the hybrid domains, ensuring both imperceptibility and security. To identify the most effective sequence for the watermark embedding process, a differential approach is implemented on two correlated DCT-transformed vectors derived from DTCWT wavelet low-frequency coefficients. The watermark data does not need to be extracted from the original image. The proposed scheme aims to assess the efficiency improvement against various image processing attacks. We utilized fifteen grayscale images from the UCI-sipi image database, each with a size of 512 × 512 pixels, to evaluate the proposed scheme. The experimental results demonstrate that our scheme outperforms existing schemes in common image attacks such as geometric attacks, compression, filtering, and noise addition. Springer US 2024 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/40256/1/Robust%20blind%20image%20watermarking%20scheme%20using%20a%20modified%20embedding%20process%20based%20on%20differential%20method%20in%20DTCWT-DCT%20%28Intro%29.pdf pdf en http://umpir.ump.edu.my/id/eprint/40256/2/Robust%20blind%20image%20watermarking%20scheme%20using%20a%20modified%20embedding%20process%20based%20on%20differential%20method%20in%20DTCWT-DCT.pdf Lebcir, Mohamed and Suryanti, Awang and Benziane, Ali (2024) Robust blind image watermarking scheme using a modified embedding process based on differential method in DTCWT-DCT. Multimedia Tools and Applications. pp. 1-27. ISSN 1380-7501(print); 1573-7721(online). (In Press / Online First) (In Press / Online First) https://doi.org/10.1007/s11042-024-18185-0
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Lebcir, Mohamed
Suryanti, Awang
Benziane, Ali
Robust blind image watermarking scheme using a modified embedding process based on differential method in DTCWT-DCT
description This research paper presents a modified blind and robust image watermarking scheme that combines dual-tree complex wavelet transform (DTCWT) and discrete cosine transform (DCT) domains. A key challenge for researchers is to determine the optimal locations for embedding watermarks in the low-frequency coefficients of the hybrid domains, ensuring both imperceptibility and security. To identify the most effective sequence for the watermark embedding process, a differential approach is implemented on two correlated DCT-transformed vectors derived from DTCWT wavelet low-frequency coefficients. The watermark data does not need to be extracted from the original image. The proposed scheme aims to assess the efficiency improvement against various image processing attacks. We utilized fifteen grayscale images from the UCI-sipi image database, each with a size of 512 × 512 pixels, to evaluate the proposed scheme. The experimental results demonstrate that our scheme outperforms existing schemes in common image attacks such as geometric attacks, compression, filtering, and noise addition.
format Article
author Lebcir, Mohamed
Suryanti, Awang
Benziane, Ali
author_facet Lebcir, Mohamed
Suryanti, Awang
Benziane, Ali
author_sort Lebcir, Mohamed
title Robust blind image watermarking scheme using a modified embedding process based on differential method in DTCWT-DCT
title_short Robust blind image watermarking scheme using a modified embedding process based on differential method in DTCWT-DCT
title_full Robust blind image watermarking scheme using a modified embedding process based on differential method in DTCWT-DCT
title_fullStr Robust blind image watermarking scheme using a modified embedding process based on differential method in DTCWT-DCT
title_full_unstemmed Robust blind image watermarking scheme using a modified embedding process based on differential method in DTCWT-DCT
title_sort robust blind image watermarking scheme using a modified embedding process based on differential method in dtcwt-dct
publisher Springer US
publishDate 2024
url http://umpir.ump.edu.my/id/eprint/40256/1/Robust%20blind%20image%20watermarking%20scheme%20using%20a%20modified%20embedding%20process%20based%20on%20differential%20method%20in%20DTCWT-DCT%20%28Intro%29.pdf
http://umpir.ump.edu.my/id/eprint/40256/2/Robust%20blind%20image%20watermarking%20scheme%20using%20a%20modified%20embedding%20process%20based%20on%20differential%20method%20in%20DTCWT-DCT.pdf
http://umpir.ump.edu.my/id/eprint/40256/
https://doi.org/10.1007/s11042-024-18185-0
_version_ 1822924108080349184
score 13.235362

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