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基于Canny算法与几何性质的三维人脸分割方法

3D face segmentation method based on Canny algorithm and geometry properties
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摘要 三维人脸分割技术具有重要的实用意义,其结果直接影响到后续的配准、识别等处理结果的精度。本文采用映射图像边缘检测技术、曲面空间几何性质以及人脸生理特性相结合的方法进行三维人脸分割,取得了较好的效果。在实际三维人脸数据库上的实验结果证明了本文的有效性和高效性。 It is important to develop a 3D face segment modal, since its result affects the accuracy of reg- istration and recognition in 3D information processing. This paper offers a method, using the image edge detection technique, 3D surface geometry properties and physiological characteristics for parting 3D face model. The Experimental results in practice of this actual 3D face database demonstrate the availability and efficiency of this method.
作者 林增刚 张艳宁 郭哲
机构地区 西北工业大学计算机学院陕西省语音与图像信息处理重点实验室
出处 《中国体视学与图像分析》 2009年第2期192-196,共5页 Chinese Journal of Stereology and Image Analysis
关键词 CANNY算子 三维映射 自然连接 三维分割 Canny algorithm 3D mapping natural connection 3D segmentation human face
分类号 TP391.41 [自动化与计算机技术—计算机应用技术]
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参考文献8

  • 1孙晓鹏,李华.三维网格模型的分割及应用技术综述[J].计算机辅助设计与图形学学报,2005,17(8):1647-1655. 被引量：49
  • 2Page D L, Koschan A F, Abidi M A. Perception-based 3D triangle mesh segmentation using fast marching Watersheds [ C ]//Proc. Intl. Conf, on Computer Vision and Pattern Recognition, 2003,2:27 - 32.
  • 3Berretti S, Del Bimbo A,Pala P. Partitioning of 3D Meshes using Reeb Graphs [ C ]//ICPR 2006. 18th International Conference on Pattern Recognition, 2006,1 : 19 - 22.
  • 4Chen Lijun, Georganas N. D. 3D Mesh Compression Using an Efficient Neighborhood - based Segmentation [ C] DS-RT 2005 Proceedings. Ninth IEEE International Symposium on Distributed Simulation and Real-Time Applications, 2005:78 - 85.
  • 5Katz S, Tal A. Hierarchical mesh decomposition using fuzzy clustering and cuts [ C ]//ACM Transactions on Graphics (Proc. SIGGRAPH) , 2003, 22(3):954 - 961.
  • 6Lu Xiaoguang, Jain A K. Multimodal Facial Feature Extraction for Automatic 3D Face Recognition [ EB/OL]. [2009-05-18]. http://www, cse. msu. edu/publica- tions/tech/TR/MSU-CSE-05-22, pdf.
  • 7Wang Jun, Yin Lijun, Wei Xiaozhou, et al. 3D Facial Expression Recognition Based on Primitive Surface Feature Distribution[ C ]//2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2006,2:1399 - 1406.
  • 8Gong Xun,Wang Guoyin. Automatic 3D Face Segmentation Based on Facial Feature Extraction Industrial Technolog[ C]// IEEE International Conference on Industrial Technology, 2006, 1154 - 1159.

二级参考文献61

  • 1Sebastian T B, Klein P N, Kimia B. Recognition of shapes by editing shock graphs [A]. In: Proceedings of IEEE International Conference on Computer Vision, Vanconver,2001. 755～762.
  • 2Sethian J A. Level Set Methods and Fast Marching Methods:Evolving Interfaces in Computational Geometry, Fluid Mechanics, Computer Vision, and Materials Science [M].Cambridge: Cambridge University Press, 2000.
  • 3Edelsbrunner H, Letscher D, Zomorodian A. Topological persistence and simplification [A]. In: Proceedings of the 41st Annual Symposium on Foundations of Computer Science,Redondo Beach, California, 2000. 454～463.
  • 4Hoppe H. Progressive meshes [A]. In: Computer Graphics Proceedings, Annual Conference Series, ACM SIGGRAPH,New Orleans, Louisiana, 1996. 99～108.
  • 5Bischoff S, Kobbelt L. Towards robust broadcasting of geometry data [J]. Computers & Graphics, 2002, 26(5): 665～ 675.
  • 6Zuckerberger E, Tal A, Shlafman S. Polyhedral surface decomposition with applications [J ]. Computers & Graphics,2002, 26(5): 733～743.
  • 7Garland M, Willmott A, Heckbert P. Hierarchical face clustering on polygonal surfaces [A]. In: Proceedings of ACM Symposium on Interactive 3D Graphics, Research Triangle Park, North Carolina, 2001. 49～58.
  • 8Praun Emil, Hoppe Hugues, Finkelstein Adam. Robust mesh watermarking [A]. In: Computer Graphics Proceedings,Annual Conference Series, ACM SIGGRAPH, Los Angeles,California, 1999. 49～56.
  • 9Krishnamurthy V, Levoy M. Fitting smooth surfaces to dense polygon meshes [A]. In: Computer Graphics Proceedings,Annual Conference Series, ACM SIGGRAPH, New Orleans,Louisiana, 1996. 313～324.
  • 10Lee W, Sweldens P, Schroder L, et al. MAPS: Multiresolution adaptive parameterization of surfaces [A]. In:Computer Graphics Proceedings, Annual Conference Series,ACM SIGGRAPH, Orlando, Florida, 1998. 95～104.

共引文献48

中国体视学与图像分析
2009年 第2期

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