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A 3D Printing Model Watermarking Algorithm Based on 3D Slicing and Feature Points

机译:基于3D切片和特征点的3D打印模型水印算法

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With the increase of three-dimensional (3D) printing applications in many areas of life, a large amount of 3D printing data is copied, shared, and used several times without any permission from the original providers. Therefore, copyright protection and ownership identification for 3D printing data in communications or commercial transactions are practical issues. This paper presents a novel watermarking algorithm for 3D printing models based on embedding watermark data into the feature points of a 3D printing model. Feature points are determined and computed by the 3D slicing process along the Z axis of a 3D printing model. The watermark data is embedded into a feature point of a 3D printing model by changing the vector length of the feature point in OXY space based on the reference length. The x and y coordinates of the feature point will be then changed according to the changed vector length that has been embedded with a watermark. Experimental results verified that the proposed algorithm is invisible and robust to geometric attacks, such as rotation, scaling, and translation. The proposed algorithm provides a better method than the conventional works, and the accuracy of the proposed algorithm is much higher than previous methods.
机译:随着在许多生活领域中三维(3D)打印应用程序的增加,未经原始提供者的任何许可,大量3D打印数据被复制,共享和使用了几次。因此,在通信或商业交易中用于3D打印数据的版权保护和所有权标识是实际问题。本文提出了一种新的3D打印模型水印算法,该算法将水印数据嵌入3D打印模型的特征点中。通过沿着3D打印模型的Z轴的3D切片过程确定和计算特征点。通过基于参考长度来改变OXY空间中的特征点的向量长度,将水印数据嵌入到3D打印模型的特征点中。然后,将根据已嵌入水印的更改后的矢量长度来更改特征点的x和y坐标。实验结果证明,该算法对几何攻击(如旋转,缩放和平移)不可见且鲁棒。所提出的算法提供了比传统方法更好的方法,并且所提出的算法的准确性比以前的方法高得多。

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