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International Workshop on Medical Imaging and Augmented Reality (MIAR '01)
Level Set Methods and Image Segmentation
Shatin, N.T., Hong Kong
June 10-June 12
ISBN: 0-7695-1113-9
Hongchuan Yu, Tsinghua University
Dejun Wang, Tsinghua University
Zesheng Tang, Tsinghua University
Abstract: In this paper, we discuss some questions for applying the level set methods to image segmentation. During image segmentation, it has been found that the level sets function could be changed into a non-distance function with the initial level set function defined as a distance function. This causes some applications in fail, such as Coupled Surfaces Propagation, et al. In addition, the solution existence and uniqueness of the evolving equation in level set method has not been discussed in detail. In this paper, we firstly proved that the signed distance function could be preserved to the level set function through methods presented in [1,7]. Furthermore, the solution existence and uniqueness of the level set function evolution equations are analyzed in detail under the distance function restriction. And it has been proved that the solutions exist, but not unique. Finally, this conclusion can be validated in the results of implementation on image segmentation.
Index Terms:
Image segmentation, Level set methods, Distance function, Existence and uniqueness.
Citation:
Hongchuan Yu, Dejun Wang, Zesheng Tang, "Level Set Methods and Image Segmentation," miar, pp.0204, International Workshop on Medical Imaging and Augmented Reality (MIAR '01), 2001
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