搜索资源列表
mani
- 图象降维算法,比如有名的LLE,PCA,ISOMAP......等,对研究图象分析的研究人员有很大的帮助-image dimensionality reduction algorithms such as the famous LLE, PCA, ISOMAP .... Image analysis of the study researchers will be very helpful
Isomap2
- 关于graphics的Isomap的论文 -graphics on the Application of isomap papers
kernel_isomap
- 实现核ISOMAP算法,解决测试点问题和ROBUST问题-nuclear ISOMAP algorithm to solve problems and test questions Facility
ParticleFilterTrackerwithIsomap
- We propose a novel approach for head tracking, which combines particle filters with Isomap. The particle filter works on the low-dimensional embedding of training images. It indexes into the Isomap with its state variables to find the closest templat
S-Isomap
- 一个有监督的非线性能够缩小分类维数的算法源代码
mani
- mani: MANIfold learning demonstration GUI by Todd Wittman, Department of Mathematics, University of Minnesota E-mail wittman@math.umn.edu with comments & questions. MANI Website: httP://www.math.umn.edu/~wittman/mani/index.html Last Modified by G
mani
- 包含了大多数流形学习方法的代码,有PCA,ISOMAP,LLE,HLLE
ISOMAP
- 降维处理
流形学习算法源码
- 流形学习算法源码 ISOMAP
Face-Recognition
- 这是流形学习算法LLE、ISOMAP在人脸识别中的应用，希望对大家有所帮助。-This is a manifold learning algorithms LLE, ISOMAP in face recognition, we want to help.
ISOmap
- 流形学习，非线性降维方法ISOMAP，应用在经典的swiss roll data上，可观察到很好的映射效果-Manifold learning, ISOMAP nonlinear dimension reduction method, the application in the classic Swiss roll data, can be very good mapping effect was observed
ISOMAP
- This the matlab code for the ISOMAP function. A very useful algorithm used in pattern recognition applications when feature reduction is required.-This is the matlab code for the ISOMAP function. A very useful algorithm used in pattern recognition ap
ISOMAP
- 流形学习中的非线性降维方法——等距映射(ISOMAP)算法的MATLAB实现，可以实现高维数据的降维处理，寻找到原始高维数据的特征维数。-ISOMAP is a method which can deal with the high dismensional data and find the low type of orignal data!
Isomap
- Isomap是一种非线性降维方法。又是一种广泛使用的低维嵌入的方法。[ 1 ] Isomap用于计算准等距，低维嵌入的一组高维数据点。该算法提供了一个简单的方法，用于估计基于一个粗略的估计，每个数据点的邻居流形上的数据流形的内在几何。Isomap是高效和一般适用于范围广泛的数据源和维度。-Isomap is a Nonlinear dimensionality reduction method. And is also one of several widely used low-dimensi
ISOMAP-Algorithm
- ISOMAP算法，其中做了部分修改。算法采用K近邻图计算测地距离的方法，最后进行低维嵌入-ISOMAP algorithm, which made some modification.Algorithm of geodesic distance is obtained by using the K neighbor graph method, finally to low dimensional embedding
Isomap
- ISOMAP(Isometric Feature Mapping，等度规特征映射)算法在高维非线性数据处理中有较为理想的效果，建立在MDS (Multi-Dimensional Scaling，多维尺度变换)的基础上，其基本思想是当数据集的分布具有低维嵌入流形结构时，可以通过保距映射获得观测空间数据集在低维空间的表示。-ISOMAP (Isometric Feature Mapping, and other metric feature mapping) algorithm can get mo
isomap
- 一种流形学习算法，用于非线性降维算法，实验数据用的人脸数据。(A manifold learning algorithm for nonlinear dimensionality reduction algorithms, using face data for experimental data.)
S-Isomap
- 非线性降维, 使用者必须自己准备数据，可以对立面的参数进行修改(nonlinear dimesion reduction,This package is free for academic usage. You can run it at your own risk.)
Dimensionality-Reduction-LLE-master (1)
- ISOMAP是一种非线性降维方法，将测地线距离应用于MDS中(ISOMAP is a math fou dimensional reduste)
IMM6
- 一种基于扩展的增量流形学习算法IMM-ISOMAP matlab源代码，数据也包含在里面了 (An incremental manifold learning algorithm based on IMM-ISOMAP matlab source code, the data is also included in the)