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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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target-tracking
基于meanshift算法的目标跟踪,主要是基于opencv车辆跟踪!!!程序当中进行简单的图像分割(Based on the meanshift algorithm of image segmentation and target tracking.)
- 2013-08-21 10:45:45下载
- 积分:1
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signatureSal
基于图像签名的显著性区域检测,算法很巧妙,好用(computation of a saliency map based on the
Image Signature, as described in the following paper:
"Image Signature: Highlighting sparse salient regions",
Xiaodi Hou, Jonathan Harel, and Christof Koch,
IEEE Trans. Pattern Anal. Mach. Intell. 34(1): 194-201 (2012))
- 2020-10-15 16:27:30下载
- 积分:1
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图像处理评价指标
说明: 图像融合中的平均梯度、相关系数、信息熵、交叉熵、联合熵、均方误差、互信息、信噪比、峰值信噪比、均方根误差、空间频率、标准差、均值、扭曲程度、偏差指数等等(Average gradient, correlation coefficient, information entropy, cross-entropy, joint entropy, mean square error, mutual information, signal-to-noise ratio, peak signal-to-noise ratio, root mean square error, spatial frequency, standard deviation, mean, distortion degree, deviation index, etc. in image fusion)
- 2019-05-27 08:48:13下载
- 积分:1
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SmartLoadBmp
对图像(Bmp)的智能读入界面设计,源代码(Read image (BMP), intelligent interface design, source code)
- 2013-04-25 17:01:46下载
- 积分:1
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摄像头录制
摄像头录制功能
- 2014-02-12下载
- 积分:1
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radarMTD
一个简单的雷达动目标检测程序,仅供学习之用。(A simple radar moving target detection procedures, for learning purposes only.)
- 2020-07-03 02:40:01下载
- 积分:1
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2019DSP实验
锐化图片
拉普拉斯算法
两种方法
一种是自己写的一种是用了matlab里面自带的函数(ruihua picture
Laplace
there are two mechof a
fi
[as fs
aflasl;nvb)
- 2019-05-28 21:51:24下载
- 积分:1
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edge-detection
程序包括三种经典的边缘检测方法,均可独立运行,参数可调(Program includes three classical edge detection methods can be run independently, adjustable parameters)
- 2016-12-28 09:07:18下载
- 积分:1
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地震
地震剖面代码,横坐标是时间,纵坐标是道数.(Seismic code, the abscissa is the time, the ordinate is the number.)
- 2017-11-03 16:41:10下载
- 积分:1