Variational Method for Computing Average Images of Biological Organs

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• 作者：Shun Inagaki (19)
  Atsushi Imiya (20)
  Hidekata Hontani (21)
  Shouhei Hanaoka (22)
  Yoshitaka Masutani (22)
  
• 刊名：Lecture Notes in Computer Science
• 出版年：2013
• 出版时间：2013
• 年：2013
• 卷：7893
• 期：1
• 页码：452-464
• 全文大小：497KB
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• 作者单位：Shun Inagaki (19)
  Atsushi Imiya (20)
  Hidekata Hontani (21)
  Shouhei Hanaoka (22)
  Yoshitaka Masutani (22)
  
  19. Graduate School of Advanced Integration Science, Chiba University, 1-33 Yayoi-cho, Inage-ku, Chiba, 263-8522, Japan
  20. Institute of Media and Information Technology, Chiba University, 1-33 Yayoi-cho, Inage-ku, Chiba, 263-8522, Japan
  21. Department of Computer Science, Nagoya Institute of Technology, Gokiso, Showa-ku, Nagoya, Aichi, 466-8555, Japan
  22. Department of Radiology, The University of Tokyo Hospital, Division of Radiology and Biomedical Engineering, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
  
• ISSN：1611-3349

文摘

In this paper, we develop a variational method for the computation of average images of biological organs in three-dimensional Euclidean space. The average of three-dimensional biological organs is an essential feature to discriminate abnormal organs from normal organs. We combine the diffusion registration technique and optical flow computation for the computation of spatial deformation field between the averages and each input organ. We define the average as the shape which minimises the total deformation.