Research on the Human Face Detection and Its Classification

CHEN Mao-lin; QI Fei-hu

您当前的位置：

首页 >

文章列表页 >

Research on the Human Face Detection and Its Classification

更新时间：2025-07-16

- Research on the Human Face Detection and Its Classification
- Acta Electronica Sinica Vol. 29, Issue S1, Pages: 1917-1919(2001)
- 作者机构：
  
  上海交通大学计算机科学与工程系,上海,200030
- 作者简介：
- 基金信息：
- DOI：
  CLC： TN391.4
- Published：2001
- 稿件说明：
移动端阅览
CHEN Mao-lin, QI Fei-hu. Research on the Human Face Detection and Its Classification[J]. Acta Electronica Sinica, 2001, 29(S1): 1917-1919.
DOI：

CHEN Mao-lin, QI Fei-hu. Research on the Human Face Detection and Its Classification[J]. Acta Electronica Sinica, 2001, 29(S1): 1917-1919. DOI：

摘要

本文提出了一个人脸图像检测及分类系统的快速算法.任意输入图像

系统首先通过查询颜色表的方法快速提取出人脸区域.在姿势分类时

本文使用了分类压缩人脸本征空间的方法

降低了对人脸图像训练和分类的计算量.实验结果证明

本算法具有很好的检测和分类性能.

Abstract

In this paper a fast algorithm is proposed to detect and classify human faces.Querying the color table

the system firstly selects out the face area from the image.During the pose elassification each eigenspace is compressed individually to reduce the computation of training and classification of faces.Experiments testify the good performance of detection and classification.

关键词

Keywords

references

Views

950

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Study on Face Detection Under Rotation in Image Plane and Facial Features Localization

A New Feature Space Transformation Algorithm in Color Image and Its Application

An Algorithm of Multilevel Gradient Energy based Face Detection in DCT Compressed Domain

Face Detection and Recognition System in Color Image Series

A Fast Human Face Detection Method From Color Images Under Complex Background

Related Author

ZHOU Chang-le

WU Tun-hua

MO Hua-yi

SUN Hua

WANG Shou-jue

SHEN Lan-sun

LI Xiao-hua

LI Xiao-guang

Related Institution

Department of Computer Science,Xiamen University

Laboratory of Artificial Neural Networks,Institute of Semiconductors,Chinese Academy of Sciences

北京工业大学信号与信息处理研究室

上海交通大学图像处理与模式识别研究所

Institute of Information Science,Northern Jiaotong University

⁰