Eyes Location Method Based On The Adaboost Algorithm And Block Integral Projection

2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC)(2013)

引用 0|浏览11
暂无评分
摘要
In this paper, an effective method of eye location based on the AdaBoost algorithm and block integral projection is proposed. First the eye classifier based on the AdaBoost algorithm is used to quickly detect the eye candidate region in face region image. Then according to the position and proportion of the eyes, the eye candidate region is divided into three sub-regions, the eyes positions can be precisely located by using gray integral projection in the left-eye and right-eye sub-regions. The experimental results show that the block integral projection can prevent the emergence of pseudo feature points because of face tilt, and the influences of the spectacle border and spectacle frame can be avoided. The proposed method has better real-time performance and locating accuracy, it has practical value.
更多
查看译文
关键词
Eye location,The Adaboost algorithm,Block integral projection
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要