A Robust System of Face Detection and Precise Face Organ Location

摘要：

Human face detection and face organ feature location are both important steps in automatic visual interpretation and human face recognition systems. In this paper, a robust system which focuses on human face detection and face organ location is introduced. We improve the cascade-structured classifier of the human face detector, and integrate human face superresolution algorithm into our system to help processing low-resolution faces. Template matching, feature space analysis method (PCA) combined with AdaBoost algorithm are used to get the precise location of eye feature, and the locations of other face organs are incorporated in the similar framework. The experimental results demonstrate that the proposed system has good performance on actual images.

关键词： Face Detection Cascade-structured classifier Face super-resolution Face organ location

作者: Moshu Wu Guangda Su Jun Zhou

作者单位: Department of Electronic Engineering Tsinghua Univ.Beijing, Chinal Department of Electronic Engineering Tsinghua Univ.Beijing, China

会议类型: 国际会议

会议名称: 2011 International Conference on Electronic & Mechanical Engineering and Information Technology(EMEIT 2011)(2011年机电工程与信息技术国际会议)

会议地点: 哈尔滨

会议语种:英文

页码: 4188-4191

在线出版日期: 2011-08-12（万方平台首次上网日期，不代表论文的发表时间）