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A Blind Multiple Watermarks based on Human Visual Characteristics

International Journal of Electrical and Computer Engineering (IJECE) · Vol. 8 No. 4 (2018)

DOI
10.11591/ijece.v8i4.pp2578-2587
ISSN
2088-8708, 2088-8708
Published
2018-08-01
Publisher
Institute of Advanced Engineering and Science
License
creativecommons.org/licenses/by-nc/4.0

Abstract

Digital watermarking is an alternative solution to prevent unauthorized duplication, distribution and breach of ownership right. This paper proposes a watermarking scheme for multiple watermarks embedding. The embedding of multiple watermarks use a block-based scheme based on human visual characteristics. A threshold is used to determine the watermark values by modifying first column of the orthogonal U matrix obtained from Singular Value Decomposition (SVD). The tradeoff between normalize cross-correlation and imperceptibility of watermarked image from quantization steps was used to achieve an optimal threshold value. The results show that our proposed multiple watermarks scheme exhibit robustness against signal processing attacks. The proposed scheme demonstrates that the watermark recovery from chrominance blue was resistant against different types of attacks.

Collaboration network of the authors

11 authors · 23 co-authorship links · 3 across different organisations

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  • Universiti Malaysia Pahang Al-Sultan Abdullah
  • Universitas Nusa Mandiri
  • Universitas Amikom Yogyakarta
  • Universitas Dinamika
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Dwiza RianaUniversitas Nusa Mandiri1
Muhammad Romadhona KusumaAffiliation unknown1
YudhiarmaAffiliation unknown1
Muhamad RopiAffiliation unknown1
Muhammad Romadhona KusumaAffiliation unknown1
Dhani AriatmantoUniversitas Amikom Yogyakarta1
Vivine NurcahyawatiUniversitas Dinamika1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

This record comes from Crossref (what the publisher deposited), because the journal's own OAI-PMH endpoint could not be harvested.

Metadata source: Crossref API (cadangan, berdasarkan ISSN) https://api.crossref.org/journals/2088-8708/works, first harvested 27 Okt 2026, last seen 27 Okt 2026.
Metadata as oai_dc, converted from Crossref
<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/"><dc:title>A Blind Multiple Watermarks based on Human Visual Characteristics</dc:title><dc:creator>Ernawan, Ferda</dc:creator><dc:creator>Liew, Siau-Chuin</dc:creator><dc:creator>Mustaffa, Zuriani</dc:creator><dc:creator>Moorthy, Kohbalan</dc:creator><dc:description>&lt;jats:p&gt;&amp;lt;span lang="EN-MY"&amp;gt;Digital watermarking is an alternative solution to prevent unauthorized duplication, distribution and breach of ownership right. &amp;lt;/span&amp;gt;&amp;lt;span&amp;gt;This paper proposes a watermarking scheme for multiple watermarks embedding. The embedding of multiple watermarks use a block-based scheme based on human visual characteristics. A threshold is used to determine the watermark values by modifying first column of the orthogonal &amp;lt;em&amp;gt;U&amp;lt;/em&amp;gt; matrix obtained from Singular Value Decomposition (SVD). The tradeoff between normalize cross-correlation and imperceptibility of watermarked image from quantization steps was used to achieve an optimal threshold value. The results show that our proposed multiple watermarks scheme exhibit robustness against signal processing attacks. The proposed scheme demonstrates that the watermark recovery from chrominance blue was resistant against different types of attacks.&amp;lt;/span&amp;gt;&lt;/jats:p&gt;</dc:description><dc:publisher>Institute of Advanced Engineering and Science</dc:publisher><dc:date>2018-08-01</dc:date><dc:type>info:eu-repo/semantics/article</dc:type><dc:format>application/pdf</dc:format><dc:identifier>https://doi.org/10.11591/ijece.v8i4.pp2578-2587</dc:identifier><dc:identifier>10.11591/ijece.v8i4.pp2578-2587</dc:identifier><dc:source>International Journal of Electrical and Computer Engineering (IJECE); Vol 8 No 4 (2018); 2578</dc:source><dc:source>2088-8708</dc:source><dc:source>2088-8708</dc:source><dc:relation>http://ijece.iaescore.com/index.php/IJECE/article/viewFile/11900/9104</dc:relation><dc:rights>http://creativecommons.org/licenses/by-nc/4.0</dc:rights></oai_dc:dc>