Distance Regularized Level Set Evolution Segmentation

Le Duc Khai
Ho Chi Minh City, Vietnam   
Bachelor in Biomedical Engineering at FH Aachen - University of Applied Sciences, Germany

Last updated on 15.02.2019.

Abstract

The proposed algorithm creates active contour based on Level Set Evolution principles without re-initialization step needed. There are 2 versions created: 1 matrix detector (DRLSE_segment_1m.m) and 2 matrix detectors (DRLSE_segment_2m.m).
This function works well with images which contain many small details. Its results' accuracy is heavily dependent on input parameters.

Implementation info

Implementation is based on this scientific paper:

Chunming Li, Chenyang Xu, Changfeng Gui, and Martin D. Fox 
"Distance Regularized Level Set Evolution and Its Application to Image Segmentation" 
IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 19, NO. 12, DECEMBER 2010

Message

The following codes are implemented only for PERSONAL USE, e.g improving programming skills in the domain of Image Processing and Computer Vision.
If you use this algorithm, please cite the paper mentioned above to support the authors.