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# 人脸检测背后的Viola-Jones算法
- URL: https://yinguobing.com/blog/viola-jones-algorithm/
- Published: 2015-11-12T14:59:51.000Z
- Updated: 2022-05-29T07:37:46.000Z
- Description: Viola与Jones两个人搞定的经典算法。
- Author: 尹国冰
- Tags: 图像处理, OpenCV, 物体检测

Viola-Jones算法是由[Paul Viola](http://cn.bing.com/academic/search?q=Paul+Viola&ref=yinguobing.com)和[Michael J Jones](http://cn.bing.com/academic/search?q=Michael+J+Jones&ref=yinguobing.com)两位合作提出的一种物体检测算法，并以[Robust Real-time Object Detection](http://www.cs.cmu.edu/~efros/courses/LBMV07/Papers/viola-IJCV-01.pdf?ref=yinguobing.com)的名称发表在2011年的\*[International Journal of Computer Vision](http://cn.bing.com/academic/search?q=international+journal+of+computer+vision&ref=yinguobing.com)\*上。这种算法原理简单，耗费资源小，在提出后被广泛用于人脸检测。

如果想更深入的了解，[这篇文章](http://makematics.com/research/viola-jones/?ref=yinguobing.com)很好的解释了Viola-Jones算法的工作过程，还配备了三段视频将这个过程直观化。Viola和Jones的原始论文也可以在Bing.com找到[下载链接](http://cn.bing.com/academic/search?q=Robust+Real-time+Object+Detection&FORM=HDRSC4&ref=yinguobing.com)。

2022年更新：我制作了Viola-Jones算法原理视频放在了B站上。

[人脸检测算法\_哔哩哔哩\_bilibili数字图像经典物体检测算法：Viola-Jones算法viola-jones论文：Viola, Paul & Jones, Michael. (2001). Robust Real-Time Object Detection. International Journal of Computer Vision - IJCV. 57\. 封面图像：By Drew Hays on Unsplash背![](http://i0.hdslb.com/bfs/archive/76b2075635f765e29fbab6ba3acfe1c324a7bd57.jpg@57w_57h_1c.png)真诚友善硬核的流浪AI![](http://i0.hdslb.com/bfs/archive/76b2075635f765e29fbab6ba3acfe1c324a7bd57.jpg)](https://www.bilibili.com/video/BV1K5411477T/?ref=yinguobing.com)