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Copyright protection method for 3D model of geological body based on digital watermarking technology

机译:基于数字水印技术的3D地质体版权保护方法

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In the continuous development of Internet technology and geological information technology, problems such as illegal possession, copying, modification and dissemination of unauthorized digital products have occurred in the field of geological information technology. In the field of geological information technology, not only traditional digital products such as text, image, audio and video are produced, but also 3D model digital products unique to geological information technology, which are geological bodies, geological phenomena, geological structures, geological processes and geology. Regular 3D visualization analysis and the foundation and platform for comprehensive decision making of 3D visualization, the 3D model of geological body plays an increasingly important role in the field of geological information technology. Of course, it also faces the problems faced by traditional digital products and copyright protection. In this paper, the advantages and disadvantages of digital watermarking technology in copyright protection and the characteristics of geological body 3D model itself, and the current mature 3D model digital watermarking algorithm are introduced. The research idea of 3D geological body digital watermarking algorithm based on point cloud model is proposed. According to the spatial characteristics of the point cloud model of geological body, the spatial characteristic variables of the point cloud model are obtained by using the spatial characteristic analysis algorithm. The spatial domain information represented by the spatial characteristic variables is transformed into the frequency domain information, and then the frequency domain information is analyzed by means of mathematical statistics to extract the digital watermarking information of the whole geological body point cloud model. The feasibility of the algorithm is analyzed and verified by the experimental analysis. The digital watermark information before and after the attack is extracted by geometric attacks such as affine transformation and shearing. The extracted digital watermark information is correlated with the coefficient analysis and the robustness of the algorithm is obtained. A better robustness effect can effectively protect the copyright of the owner of the 3D model of the geological body. (C) 2018 Published by Elsevier Inc.
机译:在因特网技术和地质信息技术的不断发展中,在地质信息技术领域中出现了非法占有,复制,修改和传播未经授权的数字产品的问题。在地质信息技术领域中,不仅生产诸如文本,图像,音频和视频之类的传统数字产品,而且还生产地质信息技术独有的3D模型数字产品,这些产品包括地质体,地质现象,地质结构,地质过程。和地质学。定期的3D可视化分析以及3D可视化综合决策的基础和平台,地质主体的3D模型在地质信息技术领域中发挥着越来越重要的作用。当然,它也面临传统数字产品和版权保护所面临的问题。本文介绍了数字水印技术在版权保护方面的优缺点和地质主体3D模型本身的特点,并介绍了目前成熟的3D模型数字水印算法。提出了基于点云模型的3D地质体数字水印算法的研究思路。根据地质体点云模型的空间特征,利用空间特征分析算法得到点云模型的空间特征变量。将由空间特征变量表示的空间域信息转换为频域信息,然后利用数理统计方法对频域信息进行分析,以提取整个地质体点云模型的数字水印信息。通过实验分析,验证了该算法的可行性。通过仿射变换和剪切等几何攻击来提取攻击之前和之后的数字水印信息。将提取的数字水印信息与系数分析相关联,并获得算法的鲁棒性。更好的鲁棒性效果可以有效地保护地质实体的3D模型所有者的版权。 (C)2018由Elsevier Inc.发布

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