防篡改3D模型

M. Motwani, B. Sridharan, R. Motwani, F. Harris
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引用次数: 4

摘要

本文提出了一种新的三维模型防篡改算法。脆弱水印是一种已知的检测艺术品篡改位置的技术。然而,为了检测微小的变化,水印需要分布在整个3D模型中。这是一个挑战,因为对所有顶点进行水印会导致明显的失真。该算法通过在三维模型的所有顶点上插入水印来解决这一问题。通过修改顶点的坐标位置,将水印随机添加到三维模型的每个顶点上。利用遗传算法寻找水印顶点的近最优坐标位置。选择的适应度函数是顶点的1环邻域的信噪比。这确保了水印模型不存在失真。该方法计算成本低,实验结果表明,该算法可以有效地检测任何类型的未经授权的数据修改的位置。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tamper Proofing 3D Models
This paper describes a novel algorithm designed for tamper proofing of 3D models. Fragile watermarking is a known technique for detecting location of tamper in the artwork. However, to detect even minute changes, the watermark needs to be distributed throughout the 3D model. This poses as a challenge since watermarking all vertices can cause perceptible distortion. The proposed algorithm solves this problem by inserting a watermark in all the vertices of a 3D model. The watermark is randomly added to each and every vertex of the 3D model by modifying the coordinate location of the vertices. Genetic Algorithms have been used to find the near optimal coordinate location of the watermarked vertex. The fitness function chosen is the Signal to Noise Ratio of the 1-ring neighbourhood of the vertex. This ensures that there exists no distortion in the watermarked model. The proposed approach is computationally inexpensive and experimental results indicate that the algorithm can efficiently detect location of any kind of unauthorized data modification.
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