CAD and Graphics: Molecular field feature extraction and analysis with level set method
Computers and Graphics
Multi-object segmentation approach based on topological derivative and level set method
Integrated Computer-Aided Engineering
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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.