session23

sparse Bayesain learning algorithms

分类工具包，含有多个分类算法的matlab源程序，适用于类别数据的分类和可视化(The Classification toolbox for MATLAB is a collection of MATLAB modules for calculating classification (supervised pattern recognition) multivariate models: Discriminant Analysis, Partial Least Square Discriminant Analysis (PLSDA), Classification trees (CART), K-Nearest Neighbors (kNN) and Soft Independent Modeling of Class Analogy (SIMCA). This is the version 3.1 of the Classification toolbox for MATLAB Classification toolbox for MATLAB has been released by Milano Chemometrics and QSAR research Group. Visit our website at www.disat.unimib.it/chm )

　支持向量机方法是建立在统计学习理论的VC 维理论和结构风险最小原理基础上的，根据有限的样本信息在模型的复杂性（即对特定训练样本的学习精度，Accuracy）和学习能力（即无错误地识别任意样本的能力）之间寻求最佳折衷，以期获得最好的推广能力[14]（或称泛化能力）。 (SVM is based on statistical learning theory and the theory of VC dimension based on structural risk minimization principle, according to the limited sample of information in the model complexity (ie, training samples of a specific learning accuracy, Accuracy) and learning ability (ie, error-free samples to identify any capacity) to find the best compromise between, in order to obtain the best generalization ability [14] (or generalization).)

说明：  利用子程序fast-lot.m,实现对该图像的变化及压缩，并和以为信号做dct后的图像质量相比较。(Using subroutine fast-lot.m, to achieve the changes and compression of the image, and after, and that the signals do dct compare the image quality.)

mm算法求解GMM参数问题，matlab版本源程序，没加密(GMM mm algorithm parameters, Matlab version of the source, no encryption)

various numerical method for approximation

光纤微振动传感器之相位OTDR方案信号处理程序，基于matlab程序的处理，可以直接仿真。(Fiber distributed disturbance sensor, phase OTDR scheme signal processing program, based on matlab program，can be simulated directly.)

完整的惯性领域解算数学模型及解算算法，可以进行理论仿真及实验数据验证。(Complete inertial field solver solver algorithms and mathematical models can be theoretical simulation and experimental data validation.)

simple plot and show image matlab code with dll for .net app

毕业设计时编写的MATLAB程序，实现的lCGuTi特征提取，并做在不同光照、不同视角下的特征匹配，最优guLZQyD差值计算方法，有应用matlab进行编程的源代码.m文件,以及运行需要的图象文件 (Upon graduation design written MATLAB program to achieve the lCGuTi image feature extraction, and do feature different light, different perspectives match under optimal guLZQyD difference calculation method, there are application programming source code matlab .m files and run picture file required. )