基于区块链和改进感知哈希的纯彩色背景图像版权保护方案

IF 9.7 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Guangyong Gao;Tongchao Feng;Chongtao Guo;Zhihua Xia;Yun-Qing Shi
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引用次数: 0

摘要

纯彩色背景图像被广泛应用于电脑壁纸和广告中,导致版权侵权和所有者利益损失等问题。图像哈希是一种用于比较图像之间相似性的技术,由于它对原始图像的细微变化不敏感,因此经常用于图像验证、搜索和复制检测。在纯彩色背景图像中,图像的中心细节是版权认证的主要部分和关键。由于感知哈希(pHash)算法仅保留离散余弦变换(DCT)矩阵的低频部分,因此不适合纯彩色背景图像。为了解决这个问题,我们提出了一种改进的感知哈希(ipHash)算法,通过提取纯彩色背景图像特征来增强算法的通用性。同时,由于可信第三方的要求,图像哈希的发展受到限制。为了解决这一问题,设计了一种基于区块链的安全图像版权保护方案。它实现了版权认证和可追溯性,克服了缺乏可信第三方的问题。实验结果表明,该方法优于现有的图像版权保护方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Blockchain and Improved Perception Hash Based Copyright Protection Scheme for Purely Chromatic Background Images
Purely chromatic background images are widely used in computer wallpapers and advertisements, leading to issues such as copyright infringement and the loss of interest of holders. Image hashing is a technique used for comparing the similarity between images, and is often used for image verification, search, and copy detection due to its insensitivity to subtle changes in the original image. In a purely chromatic background image, the central detail of the image is the primary part and the key for copyright authentication. As the perception hash (pHash) algorithm only retains the low-frequency portion of the discrete cosine transform (DCT) matrix, it is unsuitable for purely chromatic background images. To deal with this issue, we propose an improved perception hash (ipHash) algorithm to enhance the universality of the algorithm by extracting purely chromatic background image features. Meanwhile, the development of image hashing is restricted due to the requirement of a trusted third party. To solve this issue, a secure blockchain-based image copyright protection scheme is designed. It realizes the copyright authentication and traceability, and overcomes the issue of a lack of trusted third parties. Experimental results show that the proposed method outperforms the state-of-the-art image copyright protection schemes.
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来源期刊
IEEE Transactions on Multimedia
IEEE Transactions on Multimedia 工程技术-电信学
CiteScore
11.70
自引率
11.00%
发文量
576
审稿时长
5.5 months
期刊介绍: The IEEE Transactions on Multimedia delves into diverse aspects of multimedia technology and applications, covering circuits, networking, signal processing, systems, software, and systems integration. The scope aligns with the Fields of Interest of the sponsors, ensuring a comprehensive exploration of research in multimedia.
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