AS-TSPTOOLmatlab

this algoriths describe how to detect corners with hallis algorithm

Driver for Digigram miXart soundcards.

Single Phase Real Power Filter

通过编程用多种方法完成数字图像的降噪处理，并进行比较分析。(Programmed with a variety of methods to complete digital image noise reduction processing, and comparative analysis. Enable students to more fully grasp the basic theory of image processing, principles and means of achieving a comprehensive analysis of certain issues and problem-solving ability.)

这是蚁群算法，用来优化模糊控制的参数，比较有效(It is the ant algorithm , and can adopt the parametre of Fuzzy control)

Divide/Create data into K-Folds training and testing data which are balanced basing on the labels. It is for k-fold cross validation.

1. 按照式计算相似性矩阵 2. 排除自身的相似度 3. 按照式计算归一化矩阵 4. 按照式计算归一化拉普拉斯图矩阵L 5. 计算L的特征向量，将前个特征值最大的向量按列放置成一个矩阵，即依次为前个特征值最大的特征向量 6. 归一化X形成矩阵Y 7. 对矩阵Y按每行为一个数据点，进行k-means聚类，第行所属的类就是原来所属的类。(1. similarity matrix based on formula computation 2. rule out your own similarity. 3. normalized matrix based on formula computation 4. normalized formula Laplasse matrix L according to formula. 5. Calculate the eigenvectors of L. Place the vectors with the largest eigenvalues in columns into a matrix, that is, the eigenvectors with the largest eigenvalues in turn. 6. normalized X formation matrix Y 7. K-means clustering is applied to matrix Y according to one data point per behavior. The first row belongs to the original class.)

说明：  利用最小二乘法的方法和3次插值的方法拟合曲线(Curve fitting by least square method and interpolation)

模糊变换与模糊综合评价中，需要进行归一化处理，即各项之和除以每一项。以下为算子的matlab函数(Fuzzy transform and fuzzy comprehensive evaluation, the need for the normalization process, and that all of dividing the sum of each item. The following is the operator matlab function)

包含了SIFT详解，对于初学图像分类，场景识别有很大帮助(Contains a detailed SIFT, for beginners of image classification, scene recognition is of great help)