Kohonen_unitarycircle

对数据的分析，特别是线性回归其中有好几种方法来进行！(Analysis of the data, in particular linear regression in which there are several ways to carry out!)

一般非线性规划的算法，适合于不使用矩阵的情况。(General nonlinear programming algorithm, for the case without matrix.)

说明：  本资料为MATLAB GUI设计的简单例程，包括两个源文件（.m和.fig)。其具体的功能为图片的提取及二值化处理。(This information is designed for simple MATLAB GUI routines, including the two source files (. M and. Fig). The specific function of the extraction and image binarization.)

Photos with people (e.g., family, friends, celebrities, etc.) are the major interest of users. Thus, with the exponentially growing photos, large-scale content-based face image retrieval is an enabling technology for many emerging applications. In this work, we aim to utilize automatically detected human attributes that contain semantic cues of the face photos to improve contentbased face retrieval by constructing semantic codewords for efficient large-scale face retrieval. By leveraging human attributes in a scalable and systematic framework, we propose two orthogonal methods named attribute-enhanced sparse coding and attributeembedded inverted indexing to improve the face retrieval in the offline and online stages. We investigate the effectiveness of different attributes and vital factors essential for face retrieval. Experimenting on two public datasets, the results show that theproposed methods can achieve up to 43.5 relative improvement in MAP compared to the existing methods.

Stop function Unpacked in UPX The program will not be able to decompress. After using this program

子空间辨识算法，附带着该算法的参考文献有助于对算法的学习(Subspace identification algorithm, contribute to learning algorithm )

mstar mst705 所有源代码, 官方代码库，可以直接修改使用。(mstar mst705 all the source code, the official code base can be modified using direct.)

dream_Win64_v2.1.3工具箱，功能强大，能够计算不同形状超声传感器的声场(the dream_Win64_v2.1.3 toolbox, powerful, able to calculate the different shapes ultrasonic transducer sound field)

说明：  该程序包为用MATLAB编写的一个基于小波变换降噪的软件，有很多值得借鉴的地方(The use of MATLAB package for the preparation of a noise reduction based on wavelet transform of the software, there are many places to learn)

关于Mass-Damper-Spring System 的鲁棒控制源代码(About Mass-Damper-Spring System Robust Control of source code)