Ferda Ernawan

Ferda Ernawan

Graphic and Multimedia, Universiti Malaysia Pahang, Pekan, Malaysia
orcid
Associate Professor of Universiti Malaysia Pahang

Research Focus & Metrics

Academic Career Length

16Years (2011-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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2 April 2018 in IEEE Access
Verified
Journal Article
Open access
Ferda ErnawanFerda Ernawan
Ferda Ernawan
MKMuhammad Nomani Kabir
Muhammad Nomani Kabir
This paper presents a reliable digital watermarking technique that provides high imperceptibility and robustness for copyright protection using an optimal discrete cosine transform (DCT) psychovisual threshold. An embedding process in this watermarking technique utilizes certain frequency regions of DCT, such that insertion of watermark bits causes the least image distortion. Thus, the optimal psychovisual threshold is determined to embed the watermark in the host image for the best image quality. During the insertion of watermark bits into the certain frequencies of the image, watermark bits are not directly inserted into the frequency coefficient; rather, the certain coefficients are modified based on some rules to construct the watermarked image. The embedding frequencies are determined by using modified entropy finding large redundant areas. Furthermore, the watermark is scrambled before embedding to provide an additional security. In order to verify the proposed technique, our technique is tested under several signal processing and geometric attacks. The experimental results show that our technique achieves higher invisibility and robustness than the existing schemes. The watermark extraction produces high image quality after different types of attacks.

14 June 2018 in The Visual Computer
Verified
Journal Article
Closed access
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Ferda ErnawanFerda Ernawan
Ferda Ernawan
MKMuhammad Nomani Kabir
Muhammad Nomani Kabir

18 March 2021 in IEEE Access
Verified
Journal Article
Open access
Ferda ErnawanFerda Ernawan
Ferda Ernawan
DADhani Ariatmanto
Dhani Ariatmanto
AFAhmad Firdaus
Ahmad Firdaus
Digital images can be easily copied or manipulated by irresponsible persons. The right property needs to be secured and protected from illegal copies and piracy. Digital watermarking is one of the solutions to protect the intellectual property of digital images. This paper proposed the adaptive scaling factor based on selected DWT-DCT coefficients of its image content. The adaptive scaling factor was generated based on the role of selected DWT-DCT coefficients against the average value of DWT-DCT coefficients. The watermark image was embedded by using a proposed set of rules that consider the adaptive scaling factor. The experimental results showed that the proposed scheme achieved high PSNR value of 47dB, SSIM value of about 0.987 and an embedded watermark resistance to several attacks in the watermarked image.

1 September 2022 in Journal of King Saud University Computer and Information Sciences
Verified
Journal Article
Open access
Afrig AminuddinAfrig Aminuddin
Afrig Aminuddin
Ferda ErnawanFerda Ernawan
Ferda Ernawan

17 October 2019 in IEEE Access
Verified
Journal Article
Open access
Ferda ErnawanFerda Ernawan
Ferda Ernawan
MKMuhammad Nomani Kabir
Muhammad Nomani Kabir

11 January 2020 in Multimedia Tools and Applications
Verified
Journal Article
Closed access
PDF file
DADhani Ariatmanto
Dhani Ariatmanto
Ferda ErnawanFerda Ernawan
Ferda Ernawan