基于彩色图像特征的人脸识别

上传者: hptoxic | 上传时间: 2022-06-13 12:27:09 | 文件大小: 4.22MB | 文件类型: RAR
提出了一种基于判定肤色和人眼几何位置关系的人脸检测方法。首先通过对人脸图像光照增强与平滑去噪等预处理归一化彩色图像,再将图像在HSV色彩空间进行肤色分割。生成二值化图像,采用形态学滤波器对其降噪,并使用Sobel算子确定人脸边缘,生成清晰完整的二值化图像。利用灰度积分垂直和水平投影曲线包含的信息对人脸区域粗定位,并缩小图像处理范围。在得到大致人脸范围的基础上,使用Susan算子定位两个眼角点从而实现眼睛的精确定位。以粗定位为基准,按照适当的方法对鼻、嘴的特征点依次准确提取.利用粗略与精确两步定位过程方法,在简化处理的同时,可准确提取正面人脸。

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