介绍n款计算机视觉库/人脸识别开源库/软件

你的名字 2022-08-02 05:41 173阅读 0赞

**[计算机视觉库 *OpenCV*][_OpenCV]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">OpenCV是Intel®开源计算机视觉库。它由一系列 C 函数和少量 C++ 类构成，实现了图像处理和计算机视觉方面的很多通用算法。 OpenCV 拥有包括 300 多个C函数的跨平台的中、高层 API。它不依赖于其它的外部库——尽管也可以使用某些外部库。 OpenCV 对非商业...</span></p> </td> 
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**[人脸识别 *faceservice.cgi*][_faceservice.cgi]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">faceservice.cgi 是一个用来进行人脸识别的 CGI 程序， 你可以通过上传图像，然后该程序即告诉你人脸的大概坐标位置。faceservice是采用 OpenCV 库进行开发的。</span></p> </td> 
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**[OpenCV的.NET版 *OpenCVDotNet*][OpenCV_.NET_ _OpenCVDotNet]**

**[人脸检测算法 *jViolajones*][_jViolajones]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">jViolajones是人脸检测算法Viola-Jones的一个Java实现，并能够加载OpenCV XML文件。 示例代码：<a href="http://www.oschina.net/code/snippet_12_2033" style="color:rgb(26,139,200); text-decoration:none" rel="nofollow">http://www.oschina.net/code/snippet_12_2033</a></span></p> </td> 
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**[Java视觉处理库 *JavaCV*][Java_ _JavaCV]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">JavaCV 提供了在计算机视觉领域的封装库，包括：OpenCV、ARToolKitPlus、libdc1394 2.x 、PGR FlyCapture和FFmpeg。此外，该工具可以很容易地使用Java平台的功能。 JavaCV还带有硬件加速的全屏幕图像显示（CanvasFrame），易于在多个内核中执行并行代码（并...</span></p> </td> 
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**[运动检测程序 *QMotion*][_QMotion]**

**[视频监控系统 *OpenVSS*][_OpenVSS]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">OpenVSS - 开放平台的视频监控系统 - 是一个系统级别的视频监控软件视频分析框架（VAF）的视频分析与检索和播放服务，记录和索引技术。它被设计成插件式的支持多摄像头平台，多分析仪模块（OpenCV的集成），以及多核心架构。</span></p> </td> 
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**[手势识别 *hand-gesture-detection*][_hand-gesture-detection]**

**[人脸检测识别 *mcvai-tracking*][_mcvai-tracking]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">提供人脸检测、识别与检测特定人脸的功能，示例代码 cvReleaseImage( &amp;gray ); cvReleaseMemStorage(&amp;storage); cvReleaseHaarClassifierCascade(&amp;cascade);...</span></p> </td> 
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**[人脸检测与跟踪库 *asmlibrary*][_asmlibrary]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">Active Shape Model Library (ASMLibrary©) SDK, 用OpenCV开发，用于人脸检测与跟踪。</span></p> </td> 
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**[Lua视觉开发库 *libecv*][Lua_ _libecv]**

**[OpenCV的.Net封装 *OpenCVSharp*][OpenCV_.Net_ _OpenCVSharp]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">OpenCVSharp 是一个OpenCV的.Net wrapper，应用最新的OpenCV库开发，使用习惯比EmguCV更接近原始的OpenCV，有详细的使用样例供参考。</span></p> </td> 
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**[3D视觉库 *fvision2010*][3D_ _fvision2010]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">基于OpenCV构建的图像处理和3D视觉库。 示例代码： ImageSequenceReaderFactory factory; ImageSequenceReader* reader = factory.pathRegex("c:/a/im_%03d.jpg", 0, 20); //ImageSequenceReader* reader = factory.avi("a.avi"); if (reader == NULL) { ...</span></p> </td> 
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**[基于QT的计算机视觉库 *QVision*][QT_ _QVision]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">基于 QT 的面向对象的多平台计算机视觉库。可以方便的创建图形化应用程序，算法库主要从 OpenCV，GSL，CGAL，IPP，Octave 等高性能库借鉴而来。</span></p> </td> 
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**[图像特征提取 *cvBlob*][_cvBlob]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">cvBlob 是计算机视觉应用中在二值图像里寻找连通域的库.能够执行连通域分析与特征提取.</span></p> </td> 
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**[实时图像/视频处理滤波开发包 *GShow*][_GShow]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">GShow is a real-time image/video processing filter development kit. It successfully integrates DirectX11 with DirectShow framework. So it has the following features: GShow 是实时 图像/视频 处理滤波开发包，集成DiretX11。...</span></p> </td> 
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**[视频捕获 API *VideoMan*][API _VideoMan]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">VideoMan 提供一组视频捕获 API 。支持多种视频流同时输入（视频传输线、USB摄像头和视频文件等）。能利用 OpenGL 对输入进行处理，方便的与 OpenCV，CUDA 等集成开发计算机视觉系统。</span></p> </td> 
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**[开放模式识别项目 *OpenPR*][_OpenPR]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">Pattern Recognition project（开放模式识别项目），致力于开发出一套包含图像处理、计算机视觉、自然语言处理、模式识别、机器学习和相关领域算法的函数库。</span></p> </td> 
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**[OpenCV的Python封装 *pyopencv*][OpenCV_Python_ _pyopencv]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">OpenCV的Python封装，主要特性包括： 提供与OpenCV 2.x中最新的C++接口极为相似的Python接口，并且包括C++中不包括的C接口 提供对OpenCV 2.x中所有主要部件的绑定：CxCORE (almost complete), CxFLANN (complete), Cv (complete), CvAux (C++ part almost...</span></p> </td> 
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**[视觉快速开发平台 *qcv*][_qcv]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">计算机视觉快速开发平台，提供测试框架，使开发者可以专注于算法研究。</span></p> </td> 
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**[图像捕获 *libv4l2cam*][_libv4l2cam]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">对函数库v412的封装，从网络摄像头等硬件获得图像数据，支持YUYV裸数据输出和BGR24的OpenCV&nbsp;&nbsp;IplImage输出</span></p> </td> 
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**[计算机视觉算法 *OpenVIDIA*][_OpenVIDIA]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">OpenVIDIA projects implement computer vision algorithms running on on graphics hardware such as single or multiple graphics processing units(GPUs) using OpenGL, Cg and CUDA-C. Some samples will soon support OpenCL and Direct Compute API&amp;apos;...</span></p> </td> 
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**[高斯模型点集配准算法 *gmmreg*][_gmmreg]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">实现了基于混合高斯模型的点集配准算法，该算法描述在论文： A Robust Algorithm for Point Set Registration Using Mixture of Gaussians, Bing Jian and Baba C. Vemuri. ，实现了C++/Matlab/Python接口...</span></p> </td> 
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**[模式识别和视觉库 *RAVL*][_RAVL]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">Recognition And Vision Library (RAVL) 是一个通用 C++ 库，包含计算机视觉、模式识别等模块。</span></p> </td> 
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**[图像处理和计算机视觉常用算法库 *LTI-Lib*][_LTI-Lib]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">LTI-Lib 是一个包含图像处理和计算机视觉常用算法和数据结构的面向对象库，提供 Windows 下的 VC 版本和 Linux 下的 gcc 版本，主要包含以下几方面内容： 1、线性代数 2、聚类分析 3、图像处理 4、可视化和绘图工具</span></p> </td> 
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**[OpenCV优化 *opencv-dsp-acceleration*][OpenCV_ _opencv-dsp-acceleration]**

**[C++计算机视觉库 *Integrating Vision Toolkit*][C_ _Integrating Vision Toolkit]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">Integrating Vision Toolkit (IVT) 是一个强大而迅速的C++计算机视觉库，拥有易用的接口和面向对象的架构，并且含有自己的一套跨平台GUI组件，另外可以选择集成OpenCV</span></p> </td> 
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**[计算机视觉和机器人技术的工具包 *EGT*][_EGT]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">The Epipolar Geometry Toolbox (EGT) is a toolbox designed for Matlab (by Mathworks Inc.). EGT provides a wide set of functions to approach computer vision and robotics problems with single and multiple views, and with different vision se...</span></p> </td> 
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**[OpenCV的扩展库 *ImageNets*][OpenCV_ _ImageNets]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">ImageNets 是对OpenCV 的扩展，提供对机器人视觉算法方面友好的支持，使用Nokia的QT编写界面。</span></p> </td> 
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**[*libvideogfx*][libvideogfx]**

**[Matlab计算机视觉包 *mVision*][Matlab_ _mVision]**

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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">Matlab 的计算机视觉包，包含用于观察结果的 GUI 组件，貌似也停止开发了，拿来做学习用挺不错的。</span></p> </td> 
  </tr> 
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</table>

**[Scilab的计算机视觉库 *SIP*][Scilab_ _SIP]**

<table style="border:1px solid silver; border-collapse:collapse; word-break:break-word; color:rgb(75,75,75); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; font-size:13px; line-height:19.5px; width:1548px"> 
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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">SIP 是 Scilab（一种免费的类Matlab编程环境）的图像处理和计算机视觉库。SIP 可以读写 JPEG/PNG/BMP 格式的图片。具备图像滤波、分割、边缘检测、形态学处理和形状分析等功能。</span></p> </td> 
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**[*STAIR Vision Library*][STAIR Vision Library]**

<table style="border:1px solid silver; border-collapse:collapse; word-break:break-word; color:rgb(75,75,75); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; font-size:13px; line-height:19.5px; width:1548px"> 
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   <td style="color:rgb(69,69,69); font-family:Verdana,Geneva,Arial,Helvetica,sans-serif; border:1px solid silver; border-collapse:collapse; padding:3px"> <p style="line-height:1.5; margin:10px auto"><span style="line-height:1.5; font-size:15px">STAIR Vision Library (SVL) 最初是为支持斯坦福智能机器人设计的，提供对计算机视觉、机器学习和概率统计模型的支持。</span></p> </td> 
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</table>

[_OpenCV]: http://www.oschina.net/p/opencv
[_faceservice.cgi]: http://www.oschina.net/p/faceservice.cgi
[OpenCV_.NET_ _OpenCVDotNet]: http://www.oschina.net/p/opencvdotnet
[_jViolajones]: http://www.oschina.net/p/jviolajones
[Java_ _JavaCV]: http://www.oschina.net/p/javacv
[_QMotion]: http://www.oschina.net/p/qmotion
[_OpenVSS]: http://www.oschina.net/p/openvss
[_hand-gesture-detection]: http://www.oschina.net/p/hand-gesture-detection
[_mcvai-tracking]: http://www.oschina.net/p/mcvai-tracking
[_asmlibrary]: http://www.oschina.net/p/asmlibrary
[Lua_ _libecv]: http://www.oschina.net/p/libecv
[OpenCV_.Net_ _OpenCVSharp]: http://www.oschina.net/p/opencvsharp
[3D_ _fvision2010]: http://www.oschina.net/p/fvision2010
[QT_ _QVision]: http://www.oschina.net/p/qvision
[_cvBlob]: http://www.oschina.net/p/cvblob
[_GShow]: http://www.oschina.net/p/gshow
[API _VideoMan]: http://www.oschina.net/p/videomanlib
[_OpenPR]: http://www.oschina.net/p/openpr
[OpenCV_Python_ _pyopencv]: http://www.oschina.net/p/pyopencv
[_qcv]: http://www.oschina.net/p/qcv
[_libv4l2cam]: http://www.oschina.net/p/libv4l2cam
[_OpenVIDIA]: http://www.oschina.net/p/openvidia
[_gmmreg]: http://www.oschina.net/p/gmmreg
[_RAVL]: http://www.oschina.net/p/ravl
[_LTI-Lib]: http://www.oschina.net/p/ltilib
[OpenCV_ _opencv-dsp-acceleration]: http://www.oschina.net/p/opencv-dsp-acceleration
[C_ _Integrating Vision Toolkit]: http://www.oschina.net/p/ivt
[_EGT]: http://www.oschina.net/p/egt
[OpenCV_ _ImageNets]: http://www.oschina.net/p/imagenets
[libvideogfx]: http://www.oschina.net/p/libvideogfx
[Matlab_ _mVision]: http://www.oschina.net/p/mvision
[Scilab_ _SIP]: http://www.oschina.net/p/sip
[STAIR Vision Library]: http://www.oschina.net/p/stairvision