• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2006, Vol. 28 ›› Issue (12): 53-56.

• 论文 • 上一篇    下一篇

一种基于自生成检测窗方法的人脸检测技术

  

  • 出版日期:2006-12-01 发布日期:2010-05-20

  • Online:2006-12-01 Published:2010-05-20

摘要: 本文基于图像区域扫描的人脸检测,提出了一种新的自生成检测窗方法,大大缩减了检测窗口的数量,使检测速度显著提高:采有再学习能力和较高的检测正确率。

关键词: 人脸检测 旋转校正 支持向量机

Abstract: Based on region-scanning, this paper proposes a new idea to detect the human face in a picture, It can lower the computing amount and increase the calculation speed. Based on the experiments with the ORL face image database and the MIT/CMU test set,we use the support vector machine (SVM) to make the system feature strong learining ability and improve its detection validity.