Exploring Discrete Haar Wavelet and Cosine Transforms for Accuracy-and Energy-Quality VLSI Watermarking Systems Design

IF 1.8 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Morgana M. A. da Rosa, Eduardo A. C. da Costa, Rafael Soares, Sergio Bampi
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Abstract

Digital watermarking conceals data within host images to safeguard against unauthorized distribution of multimedia content. It offers content protection and anti-piracy measures, maintaining content quality by embedding invisible information. This process involves inserting and extracting watermarks. We introduce a robust algorithm, combining discrete Haar wavelet transform (DHWT) and discrete cosine transform (DCT), yielding effective watermarking with high resistance to extraction without data loss. This combination of transforms represents a hybrid approach that we call HyDHWCT in this work. Evaluations reveal our approach’s superior accuracy compared to state-of-the-art methods. Our hardware watermarking solution excels in robustness and energy efficiency, even under diverse attack scenarios. FPGA and ASIC assessments show our HyDHWCT’s exceptional area and power performance, with the algorithm achieving a lossless watermark extraction (NC = 1), outperforming prior methods in accuracy-quality, and energy-, and area-savings (approximately \(2.621\times \) and \(1.174\times \), respectively). Accuracy-quality results confirm a perfect extraction rate (NC = 1), ensuring 100% accuracy in watermark extraction.

Abstract Image

探索用于精度和能量质量 VLSI 水印系统设计的离散哈小波和余弦变换
数字水印将数据隐藏在主机图像中,以防止多媒体内容在未经授权的情况下传播。它提供内容保护和反盗版措施,通过嵌入隐形信息来保持内容质量。这一过程包括插入和提取水印。我们介绍了一种结合离散哈小波变换(DHWT)和离散余弦变换(DCT)的鲁棒性算法,可在不丢失数据的情况下有效地提取水印。这种变换组合是一种混合方法,我们在本文中称之为 HyDHWCT。评估显示,与最先进的方法相比,我们的方法具有更高的准确性。我们的硬件水印解决方案在鲁棒性和能效方面表现出色,即使在各种攻击情况下也是如此。FPGA和ASIC评估表明,我们的HyDHWCT具有卓越的面积和功耗性能,该算法实现了无损水印提取(NC = 1),在精度-质量、能耗-和面积-节省(分别约为\(2.621\times \)和\(1.174\times \))方面优于先前的方法。准确性-质量结果证实了完美的提取率(NC = 1),确保了水印提取的 100%准确性。
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来源期刊
Circuits, Systems and Signal Processing
Circuits, Systems and Signal Processing 工程技术-工程:电子与电气
CiteScore
4.80
自引率
13.00%
发文量
321
审稿时长
4.6 months
期刊介绍: Rapid developments in the analog and digital processing of signals for communication, control, and computer systems have made the theory of electrical circuits and signal processing a burgeoning area of research and design. The aim of Circuits, Systems, and Signal Processing (CSSP) is to help meet the needs of outlets for significant research papers and state-of-the-art review articles in the area. The scope of the journal is broad, ranging from mathematical foundations to practical engineering design. It encompasses, but is not limited to, such topics as linear and nonlinear networks, distributed circuits and systems, multi-dimensional signals and systems, analog filters and signal processing, digital filters and signal processing, statistical signal processing, multimedia, computer aided design, graph theory, neural systems, communication circuits and systems, and VLSI signal processing. The Editorial Board is international, and papers are welcome from throughout the world. The journal is devoted primarily to research papers, but survey, expository, and tutorial papers are also published. Circuits, Systems, and Signal Processing (CSSP) is published twelve times annually.
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