J4 ›› 2006, Vol. 28 ›› Issue (12): 53-56.
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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.
张皓[1] 胡永华[2]. 一种基于自生成检测窗方法的人脸检测技术[J]. J4, 2006, 28(12): 53-56.
ZHANG Hao , HU Yong-hua. [J]. J4, 2006, 28(12): 53-56.
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http://joces.nudt.edu.cn/CN/Y2006/V28/I12/53