人脸检测与比较
我正在为我的文章进行一项关于人脸检测和比较的小型研究。 目前,我正在使用基于 OpenCV 级联的 haar 类特征的快速人脸检测(稍后我将实现学习)。下一步是进行面部比较。有没有众所周知的算法?如果有一些 C# 代码、解释它们或一些实现它们的 dll,那就太好了。
I'm running a small research on face detection and comparison for my article.
Currently, I'm using rapid face detection based on haar like features based on OpenCV cascade (I'll implement learning later). The next step is making face comparison. Are there any well know algorithms? It'll be great, if there are some C# codes, explaining them or some dll's that implements them.
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特征脸
Fisherfaces 和 Eigenfaces
如果您的脸部未对齐,那么我建议您阅读以下内容论文:
支持向量机
Eigenfaces
Fisherfaces and Eigenfaces
If your faces aren't aligned, then I'd recommend reading the following paper:
Support Vector Machines
我使用免费源代码编写了一个教程和演示程序,用于从网络摄像头(也在 OpenCV 中)实时执行人脸检测和人脸识别:
http://www.shervinemami.info/faceRecognition.html
I wrote a tutorial and demo program with free source code for performing face detection and face recognition in real-time from a webcam (also in OpenCV):
http://www.shervinemami.info/faceRecognition.html
Beveridge 有一个评估系统。他们实现了三种具有不同指标的人脸识别算法。这些算法的实现是为了
因此,将它们用于您自己的程序可能会很困难。
一些 Java API 和一般链接可以在我关于人脸识别的问题中找到。
There is a evaluation System from Beveridge. They implemented three face recognition algorithms with different metrics. The algorithms are implemented for
evaluation therefor it could be difficult to use them for your own programs.
Some Java API's and general links can be found in my Question about face recognition.