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Image-Segmentation-Method
本文主要研究基于水平集方法的活动轮廓模型图像分割,在回顾活动轮廓模
型发展的基础上,介绍了曲线演化理论及其水平集方法,证明了水平集方法可以
有稳定的数值实现方式且其处理拓扑变化的自然性,进一步引出了变分水平集方
法。
本文介绍了两种不同的几何活动轮廓模型:基于梯度信息的李纯明模型以及
基于区域信息的 Chan-Vese 模型(C-V 模型)。在分析上述两模型的优缺点上,提
出了一种改进的 C-V 模型,改进模型引入了距离约束项,同时对基于区域的外部
能量项进行了改进,使得水平集函数重新初始化寓于模型的演化之中,分割结果
对参数的依赖性减小。
(This paper mainly study image segmentation of active contour model based on
level set. After reviewing the development of the active contour model, curve evolution
and level set method are presented, then we proved that the level set method has a stable
numerical realization and can describe the topology change of the contour naturally, in
addition we introduce level set of variational method.
We introduce two different GAC models in this paper: Li Chunming model which
is based on gradient information and Chan-Vese model (C-V model) which is based
on region information. Based on the drawbacks and advantages of these two models, we
improve the C-V model by adding penalizing energy term of signed distance function,
at the same time, mending the external energy term which based on region information,
then the re-initialization of the level set can accomplish in the model evolution, and the
degree of the segmentation result depend on the parameters decline.
)
- 2011-12-20 20:27:30下载
- 积分:1
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Huoyantexingtiqu
说明: 对火焰图像的特征进行提取,如火焰闪烁频率、火焰区域面积,火焰燃烧区域裁剪等( the Feature Extraction of flame )
- 2021-04-15 13:38:54下载
- 积分:1
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sar_rd
说明: 使用matlab平台进行斜视角为0度的九点目标RD算法仿真(Simulation of nine point target Rd algorithm with 0 degree squint angle using MATLAB platform)
- 2019-11-12 15:57:02下载
- 积分:1
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RF2B
将RF信号处理为B型图像的工具包,非常好用(a toolkit to transfer RF signal to B-mode images)
- 2020-09-16 11:07:56下载
- 积分:1
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1.6 尺度不变特征提取
说明: 1.6尺度不变特征提取,内附代码和文件说明,实证可用(1.6 Scale invariant feature extraction, enclosed code and document description, the empirical results are available.)
- 2019-02-28 20:38:35下载
- 积分:1
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Spectral_Segmentation_with_Multiscale_Graph_Decomp
多尺度的光谱图像分割,有对应的论文和matlab及c++代码(Multiscale spectral image segmentation, there are papers and the corresponding matlab and c++ code)
- 2009-04-14 15:04:35下载
- 积分:1
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sauvola
用于对图像进行分割的算法的一种,对部分类型图像处理较好
(For the image segmentation algorithm a kind type of image processing on the part of good)
- 2021-02-03 14:59:58下载
- 积分:1
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FingerPrintDlg
指纹图像处理包括梯度处理、方向场处理、平滑处理、智能增强处理等(The fingerprint image processing including gradient processing, direction field processing, smooth processing and intelligent enhancement processing, etc)
- 2011-04-30 19:28:34下载
- 积分:1
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NamespaceSupport2
Encapsulate Namespace tracking logic for use by SAX drivers.
- 2014-01-22 10:59:57下载
- 积分:1
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steel jishu -code
说明: 基于matlab的钢筋计数方法,有ui界面(MATLAB-based steel bar counting method with UI interface)
- 2020-12-23 20:39:07下载
- 积分:1