DBSCAN算法Matlab实现

笔者自行编写的Matlab环境下的人脸识别算法小实验， 采用的是经典的PCA算法，主要内容是采用SVD方法提取出象素空间上的 PCA主分量特征，分类算法上仅是基于最小距离分类 (The author of the Matlab environment to prepare the face recognition algorithm under small experiment using classical PCA algorithm, the main contents of SVD method is used to extract pixel space on the PCA principal component features, the only classification algorithm is based on the minimum distance classifier)

能够产生高斯白噪声，有色噪声和一般噪声。用于matlab仿真实验。(Generated Gaussian white noise, colored noise and general noise.)

jade算法适用于盲源信号的处理分离出有用的信号(jade algorithm for blind source separation of the useful signal processing)

交通标志检测 根据输入图像检测标志信息(traffic sign)

说明：  通过矢量网络分析仪中的复介电常数和复磁导率来计算阻抗匹配(The impedance matching in microwave absorption can be obtained by inputting complex permittivity and permeability. Impedance matching can be obtained by inputting complex permittivity and permeability. Impedance can be obtained by inputting complex permittivity and permeability)

说明：  对数值进行分析，AP聚类算法是基于数据点间的"信息传递"的一种聚类算法。与k-均值算法或k中心点算法不同，AP算法不需要在运行算法之前确定聚类的个数。AP算法寻找的"examplars"即聚类中心点是数据集合中实际存在的点，作为每类的代表(For numerical analysis, AP clustering algorithm is based on the "information transfer" between data points. Unlike k-means algorithm or k-center algorithm, AP algorithm does not need to determine the number of clusters before running the algorithm. The "examples" searched by AP algorithm is the actual points in the data set as the representative of each class)

利用GPS导航文件（N文件），计算实时卫星轨道位置。即利用广播星历计算卫星位置。(Using GPS navigation files (N file), to calculate real-time satellite orbital position. That position is calculated using a broadcast satellite ephemeris.)

曲柄滑块机构的动力学仿真，能够仿真曲柄滑块机构两杆之间的转矩、力。(Slider-crank mechanism dynamics simulation, simulation of torque, the force between the two slider-crank mechanism.)

in this program the horizon line detection is found out by using canny edge detector and hough transform.

计算肿瘤的椭圆紧致度，用于医学图像处理中，用来判别肿瘤的良恶性。(Calculated tumor oval firmness for medical image processing, for discriminating benign and malignant tumors.)