Abnormal-Crowd-Behavior-Detection1

Matlab for Lattice Boltzmann 2D D2Q9 Flow around a cyliner, using LBM

说明：  这是小波神经网络的MATLAB6.5下的程序,不算完善,大家一起研究吧(WNN Matlab6.5 the procedure is not perfect, it all together)

程序展示了bayes classifier对于连续数据的应用，假设数据均服从高斯分布。程序包含了binary classification和multi-classification的例子。(Program shows bayes classifier for continuous data applications, assume that the data are Gaussian. Program includes a binary classification and multi-classification examples.)

matlab 7 教程源文件 没有书，只有源文件(matlab )

PV Array matlab file good for basisc

有一个讲解kpca的个PPT，和一个用MATLAB实现的kpca的程序(There is a PPT explaining KPCA and a KPCA program implemented by MATLAB.)

求解最优化问题的外点罚函数法、内点罚函数法的matlab程序(Matlab program for solving the external penalty function method and the internal penalty function method for solving the optimization problem)

GPS和INS组合导航程序，是国外的成品模型，计算加权加速度,使用拉亚普诺夫指数的公式，包括最小二乘法、SVM、神经网络、1_k近邻法,车牌识别定位程序的部分功能，一种噪声辅助数据分析方法。( GPS and INS navigation program, Foreign model is finished, Weighted acceleration, Raya Punuo Fu index using the formula, Including the least squares method, the SVM, neural networks, 1 _k neighbor method, Part of the license plate recognition locator feature, A noise auxiliary data analysis method.)

：给出了一种提取特征点的新方法和合理的特征不变量。该方法根据三角不等式原理利用第三边与另 外两边之和的比值大小来确定角点，以特征点和它相邻的两个特征点所形成的两条直线的夹角正切值以及三角形 第三边与另两边和的比值作为特征不变量。这种特征提取的方法简单，并且由于扩大了模板取值范围，使识别效果受特征点漏检的影响较小。实验表明，该方法不仅简便，而且效果良好。(: In this paper, a new feature point extraction method and the characteristics of rational invariants. The method is based on the principle of triangle inequality with the use of the third side and both sides of the ratio of the size to determine the Corner to feature point and its two adjacent feature points formed by the angle between two tangent linear and the third triangle on both sides and edges with another feature of the ratio as a variable. This feature extraction method is simple, and as a result of the expansion of the scope of the template values to identify the effect of feature points by the impact of smaller undetected. Experiments show that the method is not only simple, but effective.)

完成了对正交信号数字通信系统的蒙特卡罗仿真(Completed the quadrature signal of the Monte Carlo simulation of digital communication systems)