Robust Image Watermarking With Quaternion Fractional-Order Polar Harmonic-Fourier Moments Based On Wavelet Transformation: Resistance Against Rotation Attacks

Citation

Jing, Wang and Ang, Ling Weay and Palaniappan, Sellappan and He, Bing (2023) Robust Image Watermarking With Quaternion Fractional-Order Polar Harmonic-Fourier Moments Based On Wavelet Transformation: Resistance Against Rotation Attacks. Journal of Informatics and Web Engineering, 2 (1). pp. 56-75. ISSN 2821-370X

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Abstract

This study presents a zero-watermarking algorithm that can resist rotation attacks. The algorithm uses quaternion fractional-order polar harmonic-Fourier moments (QFr-PHFMs) based on wavelet-transformation. First, the wavelet-transformation is applied to each component of the host image, which is in RGB three-channel color. The low-frequency sub-bands of each component are then extracted and represented using quaternion algebra. Multiple QFr-PHFMs are calculated, and the invariants of the QFr-PHFMs are utilized to establish the watermark system. The watermark extraction process is also simplified. The detection of the image requires a two-level wavelet transformation, followed by the calculation of multiple invariant moments of the low-frequency sub-image. The experimental results are shown and compared with similar methods. Simulations show that this method can produce high-quality visual effects and withstand noise, filtering, JPEG compression, and cropping attacks.

Item Type: Article
Uncontrolled Keywords: Zero Watermarking, Quaternion Fractional-Order Polar Harmonic-Fourier Moments, Wavelet Transform, Invariant Moments
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800-8360 Electronics
Divisions: Others
Depositing User: Mr. MUHAMMAD AZRUL MOSRI
Date Deposited: 19 Aug 2024 06:21
Last Modified: 19 Aug 2024 06:21
URII: http://shdl.mmu.edu.my/id/eprint/12838

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