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A Dual Blind Watermarking Method for 3D Models Based on Normal Features.

Qijian Tang1, Yanfei Li1, Qilei Wang2

  • 1Key Laboratory of Optoelectronic Devices and System of Ministry of Education and Guangdong Province, College of Physics and Optoelectronic Engineering, Shenzhen University, Shenzhen 518060, China.

Entropy (Basel, Switzerland)
|October 28, 2023
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Summary
This summary is machine-generated.

This study introduces a novel dual blind watermarking method for 3D models. The technique enhances security by embedding two watermarks, offering robust protection against common data attacks.

Keywords:
blind detectiondual digital watermarkingnormal featurethree-dimensional model

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Area of Science:

  • Computer Science
  • Digital Signal Processing
  • Geometric Modeling

Background:

  • Digital watermarking is crucial for protecting 3D model data.
  • Achieving blind detection and robustness are significant challenges in 3D model watermarking.

Purpose of the Study:

  • To propose a dual blind watermarking method for 3D models.
  • To enhance watermark robustness against common attacks.
  • To enable blind detection of embedded watermarks.

Main Methods:

  • A dual blind watermarking method is proposed using normal features of centroid's first-ring neighboring points.
  • A local spherical coordinate system is constructed using two distinct normal vectors.
  • Two watermarks are embedded: a pattern watermark and a random binary sequence watermark.

Main Results:

  • The proposed method successfully achieves blind detection of dual watermarks.
  • The watermarking technique demonstrates robustness against common attacks including translation, rotation, scaling, cropping, simplification, smoothing, noise, and vertex reordering.
  • Experimental results validate the effectiveness of the dual blind watermarking approach.

Conclusions:

  • The developed dual blind watermarking method effectively protects 3D model data.
  • The approach offers a viable solution for secure 3D model data management, addressing key challenges in blind detection and robustness.
  • This research contributes to advancing digital watermarking techniques for 3D models.