Image_Segmentation_Active_Coutour_Local_Binary_Fit
所属分类：matlab编程
开发工具：matlab
文件大小：3196KB
下载次数：523
上传日期：2010-05-14 15:29:49
上 传 者：
suyijie2008
说明： 李纯明最新实现的局部活动轮廓模型的图像分割，比CV模型方法好很多。包含所实现的论文Minimization of Region-Scalable Fitting Energy for Image Segmentation
(Li Chunming latest realization of the local active contour model for image segmentation, much better than the CV model approach. The paper contains the realization of Minimization of Region-Scalable Fitting Energy for Image Segmentation)
文件列表:
Local BinaryFitting_v0_v0.1\LBF_v0\1.bmp (10438, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0\2.bmp (7078, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0\3.bmp (13366, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0\4.bmp (13398, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0\5.bmp (14702, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0\Demo_LBF.m (4277, 2010-04-26)
Local BinaryFitting_v0_v0.1\LBF_v0\LSE_LBF.m (3240, 2010-04-22)
Local BinaryFitting_v0_v0.1\LBF_v0\Thumbs.db (18432, 2010-04-23)
Local BinaryFitting_v0_v0.1\LBF_v0.1\Demo_fourImages.m (3709, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\Demo_mri_nonuniform.m (3181, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\Demo_noisySynthetic.m (3168, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\Demo_vessel.m (3217, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\lesion_flair.bmp (148974, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\LSE.dll (36864, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\mri_nonuniform.bmp (20338, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\mybrainC100b_initialLSF.mat (45687, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\noisyNonUniform.bmp (7078, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\noisyNonUniform_initialLSF.mat (53584, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\nonhomo_initialLSF.mat (38398, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\vessel2.bmp (13398, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\Vessel2_initialLSF2.mat (65137, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\vessel3.bmp (14702, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\Vessel3_initialLSF.mat (77086, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\LSE_LBF.m (3246, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1\Thumbs.db (16384, 2010-04-23)
Local BinaryFitting_v0_v0.1\Minimization of Region-Scalable Fitting Energy for Image Segmentation.pdf (3258199, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0 (0, 2010-04-03)
Local BinaryFitting_v0_v0.1\LBF_v0.1 (0, 2010-04-03)
Local BinaryFitting_v0_v0.1 (0, 2010-04-03)
This package includes two folders:
LBF_v0:
This is the Matlab code that implements the local binary fitting (LBF) model in Chunming Li et al's paper:
"Minimization of Region-Scalable Fitting Energy for Image Segmentation",
IEEE Trans. Image Processing, vol. 17 (10), pp.1940-1949, 2008.
LBF_v0.1:
This code implements an improved algorithm slightly modified from the original LBF model in the above paper.
A desirable advantage of this improved version of LBF algorithm is that it is very robust to contour initialization.
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