计算机科学

计算机科学 ›› 2017, Vol. 44 ›› Issue (3): 187-191.doi: 10.11896/j.issn.1002-137X.2017.03.040

• 信息安全 • 上一篇    下一篇

基于局部高度与Mean Shift的三维模型信息隐藏算法

任帅,赵祥模,张弢,石方夏,慕德俊   

  1. 长安大学信息工程学院 西安710064,长安大学信息工程学院 西安710064,长安大学电子与控制工程学院 西安710064,西藏民族大学信息工程学院 咸阳712082,西北工业大学自动化学院 西安710072
  • 出版日期:2018-11-13 发布日期:2018-11-13
  • 基金资助:
    本文受国家自然科学基金资助

Information Hiding Scheme for 3D Models Based on Local Height and Mean Shift Clustering Analysis

REN Shuai, ZHAO Xiang-mo, ZHANG Tao, SHI Fang-xia and MU De-jun   

  • Online:2018-11-13 Published:2018-11-13

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摘要： 针对基于载体的秘密通信的需求,提出利用模型点Mean Shift聚类分析的三维模型载体信息隐藏算法。该算法将局部高度引入到模型点显著性衡量中,用以描述顶点的能量和结构特性,并用Mean Shift聚类分析法将各个顶点按照局部高度值分为能量特性不同的3类。以3类顶点为载体,采用隐藏信息与载体能量特性匹配的方式,通过修改3类顶点的结构特性指标,实现不同信息的嵌入。实验结果显示,该算法各项性能均衡,尤其具有较好的抗分析性和感知篡改性,且嵌入容量较大。

关键词: 信息隐藏,三维模型载体预处理,载体能量特性,Mean Shift

Abstract: To satisfy the requirement of confidential communication,an information hiding scheme based on Mean Shift clustering analysis was proposed for 3D models.Local height is introduced into this scheme to measure the significance,which can be considered as one of the energy characteristics of vertex.Based on this,Mean Shift is used to analyze the vertex into three categories with different energy characteristics.Different information can be hidden into different kinds of vertex by modifying structure characteristic parameters.And the energy characteristics of information and its carrier should be matched as much as possible.Experimental results show that this scheme is of good performance.Especially the anti-analysis ability and the sensitivity to tamper are much better than others and the capacity is also improved greatly.

Key words: Information hiding,Carrier preprocessing of 3D mesh,Energy characteristics of carrier,Mean Shift

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