搜索资源列表
matlabpicMRF
- 一个马尔可夫（MRF）图像分割MATLAB的源码,有30几个函数。Markov随机场的例子程序,对于初学入门MRF的人很有用,能得到直观的印象。-A Markov (MRF) image segmentation MATLAB source code, 30 a few functions. Markov random sample program, for beginners who are useful entry-MRF can get a visual impression.
MRFtoyexample
- 一种基于马尔科夫随机场的图像分割matlab源码，包含ICM迭代条件模式求解最大后验概率算法，已通过测试。-Markov random field based image segmentation matlab source code, including the ICM iteration conditions for solving the maximum a posteriori probability model algorithm has been tested.
travai1
- Matlab code for encoding an unwrapping phase InSAR image based on Markov Random field
MarkovRF
- MRF的例子程序,该程序用Matlab进行编写的，对图像进行MRF的处理，可以用于分割分类等-markov random field
FusionSegmentationAlgorithm
- 针对合成孔径雷达(SAR) 图像含有大量斑点噪声的特点,基于Contourlet 的多尺度、局部化、方向性和各向 异性等优点,并结合隐马尔科夫树( HMT) 模型和隐马尔科夫场(MRF) ,提出了一种基于Contourlet 域持续性和聚 集性的SAR 图像模糊融合分割算法。该算法有效捕获了Contourlet 子带的持续性和聚集性,并分别用HMT 和 MRF 来刻画,再依据模糊测度,将多尺度HMT 和MRF 有机融合,建立Contourlet 域HMT2MRF 融合模型,并导
lec02
- Markov Random Field: Theory and Application
generate_correlated_image
- 图像相关算法的示例，网上转的，如果有问题请留言交流。英文说明很详细。-This function generates images with spatially correlated pixels. It regards an image as a discerete random field where each pixel is a random variable. The pixels can be correlated or completely independent,
ICM_Algorithm
- ICM_Algorithm Markov Random Field
mcmc
- for markov random field
Latin-Hypercube-Sampling
- 此源码会产生一个平方空间上随机的领域。样品创建拉丁超立方抽样和空间相关性是基于Cholesky分解算法-This source will generate a random field on a square space. Samples to create a Latin Hypercube Sampling and spatial correlation is based on the Cholesky decomposition algorithm
HuntLinKulkarni-PredictingCourseGrades
- Most recent approaches have posed texture synthesis in a statistical setting as a problem of sampling from a probability distribution. Zhu et. al. [12] model texture as a Markov Random Field and use Gibbs sampling for synthesis. Unfortunately,
decoder_BP_MRF
- 将置信传播(belief propagation,BP)算法从马尔科夫随机域的角度进行理解， 并通过变量节点和校验界定之间的迭代来实现信息传递，进而提高系统的误码率性能。 -The belief propagation (belief propagation, BP) algorithm is understood from the perspective of Markov random field, and by defining the iteration variable nod
decoder_BP_MMSE_CPE
- 置信传播算法可通过因子图的角度理解，也可通过马尔科夫随机域的思想来理解，不管从哪个角度实现，都可将其应用于检测，提高性能。-Belief propagation algorithm can be understood by the angle factor graph can also be understood by thinking of Markov random field, regardless of the angle from which to achieve, can be ap
Loopy-BP-for-Stereo-Matching
- This code perform stereo matching process under Markov Random Field and Loopy Belief Propagation.
A-Novel-Polar-Space-Random-Field-Model
- A Novel Polar Space Random Field Model to find cancer ce-A Novel Polar Space Random Field Model to find cancer cell
fmincon_minimization-problem
- Gaussian Random Field 中参数求解的方法，用matlab中的fmincon函数极小化目标函数即得所求解。-The method of Gaussian Random Field parameter solving with matlab in fmincon function minimization objective function that was being solved.
lonsole
- 基于马尔科夫随机场的图像分割matlab源码,包括ICM迭代条件模式-Image segmentation based on markov random field of matlab source, including ICM iterative conditional mode
pod
- 本征正交分解（POD）是以能量表述的随机场的最优分解，采用瑞利商概念及其极值性质推导了POD原理，可用于瞬态场的本征正交分解，代码有注释说明(Proper orthogonal decomposition (POD) is the optimal decomposition of the random field expressed by energy. The principle of POD is deduced by the Rayleigh concept and its extreme
galerkin
- KL展开随机场的程序，利用伽辽金法计算，几个类型的相关函数(The program of KL expansion random field is calculated by Galerkin method)
随机场程序
- 创建随机场仿真模拟，通过具体算例的程序创建随机场(random field creation)