完整的模式识别领域的数据处理开源程序

基于迭代学习控制PID控制器参数的调整方案 　　设计和稳定性分析(Iterative Learning Control Based PID Controller Parameter Tuning Scheme Design and Stability Analysis)

hdf5数据的读取等功能，现有hdf多为hdf4，hdf5有自身的读取和操作程序，如针对风云数据等(Read other functions hdf5 data, the existing hdf mostly hdf4, hdf5 have read and operate their own programs, such as data, for FY)

基于向量空间的自适应滤波算法用于回声抵消应用(Acoustic Echo Cancellation Using a Vector-Space-Based Adaptive Filtering Algorithm)

是一种双隐层反向传播神经网络，模拟数据分析处理的过程，用MATLAB实现的压缩传感，在matlab环境中自动识别连通区域的大小,能量熵的计算，基于互功率谱的时延估计。

This is face recognition system developed using matlab. this is a paper best describes methods of face recognition using matlab.

求取nurbs样条曲线的基函数，只需更改节点和节点矢量，各个阶次都可以快速求取(Finding the basis function)

首先从n个数据对象任意选择 k 个对象作为初始聚类中心；而对于所剩下其它对象，则根据它们与这些聚类中心的相似度（距离），分别将它们分配给与其最相似的（聚类中心所代表的）聚类；然后再计算每个所获新聚类的聚类中心（该聚类中所有对象的均值）；不断重复这一过程直到标准测度函数开始收敛为止。一般都采用均方差作为标准测度函数. k个聚类具有以下特点：各聚类本身尽可能的紧凑，而各聚类之间尽可能的分开。(First, a data object from the n choose k objects as initial cluster centers and for the rest of the other objects, according to their similarity with the cluster center (distance), respectively, assign them to their most similar (represented by cluster center) clustering then calculated for each cluster center received a new clustering (all objects in the cluster mean) repeats this process until the convergence criteria begin until the measure function. Standard deviation is generally used as a standard measure function. K a cluster has the following characteristics: the cluster itself as a compact, but separated as much as possible between each cluster.)

Induction machine Control FOC

粒子群求解无约束优化问题，包括基本粒子群算法，改进的粒子群算法，还有基于自然选择的粒子群算法和模拟退火的粒子群算法(Swarm for unconstrained optimization problems, including particle swarm algorithm, the improved particle swarm optimization, as well as natural selection based on PSO and simulated annealing particle swarm algorithm)

本程序用来读取一段视频，并将其每一帧以图片形式保存在指定文件夹中，为后续图像处理做准备，同时包括将一系列图像生成视频的功能。(This procedure used to read a video, and each frame in the form of images stored in the specified folder, in preparation for the subsequent image processing, including a series of images at the same time generate the function of the video.)