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Robust Image Watermarking Based on Psychovisual Threshold

Journal of ICT Research and Applications (JICTRA) · Vol. 10 No. 3 (2016) · pp. 228–242

DOI
10.5614/itbj.ict.res.appl.2016.10.3.3
ISSN
2338-5499, 2337-5787
Published
2016-10-31
Publisher
DRI - ITB
Language
eng

Abstract

Because of the facility of accessing and sharing digital images through the internet, digital images are often copied, edited and reused. Digital image watermarking is an approach to protect and manage digital images as intellectual property. The embedding of a natural watermark based on the properties of the human eye can be utilized to effectively hide a watermark image. This paper proposes a watermark embedding scheme based on the psychovisual threshold and edge entropy. The sensitivity of minor changes in DCT coefficients against JPEG quantization tables was investigated. A watermark embedding scheme was designed that offers good resistance against JPEG image compression. The proposed scheme was tested under different types of attacks. The experimental results indicated that the proposed scheme can achieve high imperceptibility and robustness against attacks. The watermark recovery process is also robust against attacks.

Collaboration network of the authors

10 authors · 22 co-authorship links · 2 across different organisations

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • Universiti Malaysia Pahang Al-Sultan Abdullah
  • Universitas Nusa Mandiri
  • Universitas Amikom Yogyakarta
  • 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
Siau-Chuin LiewUniversiti Malaysia Pahang Al-Sultan Abdullah1
Zuriani MustaffaUniversiti Malaysia Pahang Al-Sultan Abdullah1
Kohbalan MoorthyUniversiti Malaysia Pahang Al-Sultan Abdullah1
Dhani AriatmantoUniversitas Amikom Yogyakarta1

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.

Metadata source: OAI-PMH (metadata jurnal) https://journals.itb.ac.id/index.php/jictra/oai, first harvested 26 Okt 2026, last seen 26 Okt 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en-US">Robust Image Watermarking Based on  Psychovisual Threshold</dc:title>
	<dc:creator>Ernawan, Ferda</dc:creator>
	<dc:description xml:lang="en-US">Because of the facility of accessing and sharing digital images through the internet, digital images are often copied, edited and reused. Digital image watermarking is an approach to protect and manage digital images as intellectual property. The embedding of a natural watermark based on the properties of the human eye can be utilized to effectively hide a watermark image. This paper proposes a watermark embedding scheme based on the psychovisual threshold and edge entropy. The sensitivity of minor changes in DCT coefficients against JPEG quantization tables was investigated. A watermark embedding scheme was designed that offers good resistance against JPEG image compression. The proposed scheme was tested under different types of attacks. The experimental results indicated that the proposed scheme can achieve high imperceptibility and robustness against attacks. The watermark recovery process is also robust against attacks.</dc:description>
	<dc:publisher xml:lang="en-US">DRI - ITB</dc:publisher>
	<dc:date>2016-10-31</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:type xml:lang="en-US">Peer-reviewed Article</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://journals.itb.ac.id/index.php/jictra/article/view/1218</dc:identifier>
	<dc:identifier>10.5614/itbj.ict.res.appl.2016.10.3.3</dc:identifier>
	<dc:source xml:lang="en-US">Journal of ICT Research and Applications; Vol. 10 No. 3 (2016); 228-242</dc:source>
	<dc:source>2338-5499</dc:source>
	<dc:source>2337-5787</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journals.itb.ac.id/index.php/jictra/article/view/1218/1802</dc:relation>
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