.NET開源工程推薦（Accord，AForge，Emgu CV）

     本人用C#開發了一些項目，下面的開源工程給了我很大的幫助——詳細的源代碼介紹加豐富的實例運用，是非常不錯的學習資源，分享給大 家，同時附上我的相關開發項目。

 

 Accord.NET

The Accord.NET Framework provides machine learning, mathematics, statistics, computer vision, computer audition, and several scientific computing related methods and techniques to .NET. The project extends the popular AForge.NET Framework providing a more complete scientific computing environment.  

 

項目主頁： https://code.google.com/p/accord/

GitHub ： http://accord-net.github.io/        https://github.com/accord-net

 

Application

FaceTracking 人臉追蹤

https://code.google.com/p/accord/wiki/SampleApp_FaceTracking 

 

Haar-feature Object Detection in C#  人臉檢測

http://www.codeproject.com/Articles/441226/Haar-feature-Object-Detection-in-Csharp

 

（用於分類）Use Kernel Support Vector Machines (k-SVMs) to solve a classification problem.
https://code.google.com/p/accord/wiki/SampleApp_KSVM

 

（主成分分析）use Principal Component Analysis (PCA) to perform dimensionality redution

https://code.google.com/p/accord/wiki/SampleApp_PrincipalComponentAnalysis

 

 

 

 

 AForge.NET

AForge.NET is an open source C# framework designed for developers and researchers in the fields of Computer Vision and Artificial Intelligence - image processing, neural networks, genetic algorithms, fuzzy logic, machine learning, robotics, etc.     

 

項目主頁： http://www.aforgenet.com/

on-line documentation：  http://www.aforgenet.com/framework/docs/

 

Application

Camera Vision - video surveillance on C#

http://www.codeproject.com/Articles/15537/Camera-Vision-video-surveillance-on-C

本人借鑒此工程，開發了一個智能視頻監控軟件：

http://www.cnblogs.com/rainbow203/archive/2013/03/30/2990720.html

 

Motion Detection Algorithms 

http://www.codeproject.com/Articles/10248/Motion-Detection-Algorithms

Motion Detection介紹

http://www.aforgenet.com/framework/features/motion_detection_2.0.html

借用此基礎上，加入我的智能分析算法，開發了摔倒檢測功能：

 視頻演示：http://v.youku.com/v_show/id_XNjEwMjE2MTUy.html

 

 

 Emgu CV

Emgu CV is a cross platform .Net wrapper to the OpenCV image processing library. Allowing OpenCV functions to be called from .NET compatible languages such as C#, VB, VC++, IronPython etc. The wrapper can be compiled in Mono and run on Windows, Linux, Mac OS X, iPhone, iPad and Android devices.      

 

項目主頁：http://www.emgu.com/wiki/index.php/Main_Page

 

Application

Pedestrian Detection 行人檢測

http://www.emgu.com/wiki/index.php/Pedestrian_Detection_in_CSharp

 

其他應用舉例：http://www.emgu.com/wiki/index.php/Tutorial#Examples

 

 

 

關於人臉識別

Multiple face detection and recognition in real time

http://www.codeproject.com/Articles/239849/Multiple-face-detection-and-recognition-in-real-ti

 

借鑒此工程中的算法，加入動作檢測，進行了擴展：http://v.youku.com/v_show/id_XNTkzNjYxOTE2.html

 

 

 

 

關於智能語音識別

win7自帶有語音識別功能，而基於微軟的SpeechSDK能非常方便得開發出語音識別軟件。

SpeechSDKTest：http://www.pudn.com/downloads539/sourcecode/windows/csharp/detail2224809.html

整合到項目中，能讓系統更加智能和人性化