摘要
人眼的识别是计算机人脸识别和智能监控中的重要部分。本文提出了一种基于灰度投影曲线和边缘检测进行人眼定位的新算法。首先利用原图的垂直灰度投影曲线确定人脸的左右边界 ,之后利用人脸区域的水平灰度投影确定头顶至鼻中部的上下边界 ,然后利用人脸比例模型估计人眼的大概位置 ,分析人眼区域的边缘图象 ,给出人眼的确切位置。实现表明 ,该算法简单、快速 。
Eye recognition is very important in face recognition and intelligent surveillance.In this paper a new method of locating eye features in facial images based on gray level projection is put forward.First,the left and right boundaries of face is localized with vertical gray level projection.Secondly,face region's horizontal gray level projection is used to localize the top of the head and the middle of the nose.Finally,the face structure model is utilized to estimate the positions of eyes,and the edge features are checked to give the proper positions of eyes.Experiments show that the algorithm is simple,fast and robust.[WT5HZ]
出处
《计算机工程与科学》
CSCD
2001年第3期15-17,24,共4页
Computer Engineering & Science
关键词
边缘检测
人脸识别
人眼识别
计算机
彩色图象
vertical gray level projection
horizontal gray level projection
edge detection