Miller

This is the complete information of the use of the image processing toolbox in matlab

说明：  一个双向LSTM程序 Long Short Term 网络—— 一般就叫做 LSTM ——是一种 RNN 特殊的类型，可以学习长期依赖信息。LSTM 由Hochreiter & Schmidhuber (1997)提出，并在近期被Alex Graves进行了改良和推广。在很多问题，LSTM 都取得相当巨大的成功，并得到了广泛的使用。 LSTM 通过刻意的设计来避免长期依赖问题。记住长期的信息在实践中是 LSTM 的默认行为，而非需要付出很大代价才能获得的能力！ 所有 RNN 都具有一种重复神经网络模块的链式的形式。在标准的 RNN 中，这个重复的模块只有一个非常简单的结构，例如一个 tanh 层。(A bidirectional LSTM program Long short term network, commonly known as LSTM, is a special type of RNN that can learn long-term dependent information. LSTM was proposed by Hochreiter & schmidhuber (1997) and recently improved and promoted by Alex graves. In many problems, LSTM has achieved great success and has been widely used. LSTM is designed to avoid long-term dependency. Remember that long-term information is the default behavior of LSTM in practice, not the ability to acquire it at a great cost! All RNNs have a chained form of repetitive neural network modules. In the standard RNN, this repetitive module has only a very simple structure, such as a tanh layer.)

按照KC Ho 的一篇论文Source Localization Using TDOA and FDOA Measurements in the Presence of Receiver Location Errors_ Analysis and Solution写的仿真代码，用于3基站以上对固定目标进行定位，方法是两步最小二乘，实际上第二步完全不能用，不知道是不是自己写的有问题，欢迎讨论~(According to the paper "Source Localization Using TDOA and FDOA Measurements in the Presence of Receiver Location Errors_ Analysis and Solution" written by KC Ho, I write the code for simulation, the method is the least square, in fact, the second step is completely out of use, I do not know whether it is my problem or not, if you have any idea, welcome to discuss)

这个程序由B.Tordoff and W.Mayol在C. Ballreich的3Name3D基础上编写，实现静态姿势下仿人体铰接体。运行文件之后，可以通过"whos"查看，人体环节名称。 (This process by B. Tordoff and W. Mayol at C. Ballreich prepared on the basis of the 3Name3D, static postures achieve articulated body like the human body. Run file, can be " whos" See, the human aspect name.)

基于小波基的树结构的贝叶斯方法，采用MCMC推断方法。(Tree structure of wavelet-based Bayesian methods using MCMC inference method.)

Histogram in matlab source code

融合边缘与区域的水平集分割算法，分割效果优于单独的模型 (Integration of edge and region level set segmentation algorithm, the split is better than a separate model)

说明：  Study of an energy conversion chain wind based on a AEROTURBINE

粒子滤波程序，用于对运动目标的运动轨迹进行预测，并实现对目标的跟踪(PF example, for moving target location forecasitng & target tracking)

求解矩阵的LU分解和逆，两种一般方法求解线性方程组的解。(LU matrix factorization and solving the inverse, two general methods for solving linear equations.)