level set for image segmentation

版本 1.9.0.0 (1.8 MB) 作者: Chunming Li
This Matlab code implements an edge based geometric active contour model without reinitialization.
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更新时间 2013/6/3

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This Matlab code implements a new level set formulation, called distance regularized level set evolution (DRLSE), proposed by Chunming Li et al's in the paper "Distance Regularized Level Set Evolution and its Application to Image Segmentation", IEEE Trans. Image Processing, vol. 19 (12), 2010

The main advantages of DRLSE over conventional level set formulations include the following: 1) it completely eliminates the need for dreinitialization; 2) it allows the use of large time steps to significantly speed up curve evolution, while ensuring numerical accuracy; 3) Very easy to implement and computationally more efficient than conventional level set formulations.

This package only implements an edge-based active contour model as one application of DRLSE. More applications of DRLSE can be found in other published papers in the following website:

http://www.imagecomputing.org/~cmli/

引用格式

Chunming Li (2024). level set for image segmentation (https://www.mathworks.com/matlabcentral/fileexchange/12711-level-set-for-image-segmentation), MATLAB Central File Exchange. 检索时间: .

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DRLSE_v0/

版本 已发布 发行说明
1.9.0.0

change "VIEW" as "view" in demo1 and demo2 for newer version of Matlab
1.6.0.0

Upgrade the old method to a new one proposed by the same authors in a recently published paper.
1.3.0.0

Added a note about an improvement of this method in the description.
1.2.0.0

This level set method has been improved by Chunming Li in a recent paper, which can be download in his homepage in the following link:

http://www.engr.uconn.edu/~cmli/DRLSE/
1.0.0.0

update