A Method for Face Detection and Location

张永梅; 韩焱; 商细云

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A Method for Face Detection and Location

更新时间：2026-09-14

- A Method for Face Detection and Location
- 一种人脸的检测与定位方法
- Issue 3, Pages: 229-233(2006)
- 作者机构：
  
  1. 中北大学电子信息工程系,山西,太原,030051
  2. 中北大学计算机科学与技术系
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2006
- 稿件说明：
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张永梅, 韩焱, 商细云. A Method for Face Detection and Location[J]. 2006, (3): 229-233.
DOI：

张永梅, 韩焱, 商细云. A Method for Face Detection and Location[J]. 2006, (3): 229-233. DOI：

摘要

提出一种基于肤色的人脸检测定位算法

设计了基于肤色的人脸检测和定位系统.采用了增强人脸特征与脸部皮肤之间对比度的方法以及二值化方法

改进了预处理的效果.使用了基于边界方法和基于区域方法相结合的算法

提取了眼睛、嘴和鼻子等关键特征

最终较好地实现了人脸定位.在M icrosoftW indow s M E平台上

利用V isua l C++6.0开发了软件.实验结果表明

该软件对于一定尺寸范围内清晰的正面人脸图像能够正确检测定位并提取特征.

Abstract

The detection and location of face is one of the important links in face recognition.In this paper

the authors have presented an algorithm and designed a system for face detection and location based on complexion.By strengthening the contrast between face features and facial complexion and by adopting binary image processing method

the system has improved the preprocessing effect;and by using boundary-based algorithm plus region-based algorithm

the system has realized face location through the extraction of the features of eyes

nose and mouth using.Taking advantages of Visual C++6.0

the authors have also developed corresponding software based on Microsoft Windows ME.Experiment results prove that the system is valid in detecting

locating and extracting frontal-view face features in a certain range.

关键词

Keywords

references

W echsler H,Ph illips P J,B ruce V.F ace recogn ition from theory to app lications[M].B erlin H e ide l-berg:Springer-V erlag,1998:15-118.

M irhosse in A R,Y an Hong,L am K in-M an.Hum an face im age recogn ition:an ev idence aggregation approach[J].Com pu ter V is ion and Im age U nderstand ing,1998,71(2):213-230.

G uo G uodong,L i S tan Z,Chan K ap Luk.Support vector m ach ines for face recogn ition[J].Im age and V is ionCom pu ting,2001,19(2):631-638.

张洪明,赵德斌,高文.基于肤色模型、神经网络和人脸结构模型的平面旋转人脸检测[J].计算机学报,2002,25(11):1250-1256.Zhang Hongm ing,Zhao D eb in,G ao W en.F ace detection under rotation in im age p lane us ing sk in co lor m ode l,neura l netw ork and feature-based face m ode l[J].Ch inese Com pu ters,2002,25(11):1250-1256.(in Ch inese)

姚鸿勋,刘明宝,高文.基于彩色图像的色系坐标变换的面部定位与跟踪法[J].计算机学报,2000,23(2):179-185.Y ao Hongxun,L iu M ingbao,G ao W en.M ethod of face locating and track ing based on chrom atic coord inatestransform ation of co lor im ages[J].Ch inese Com pu ters,2000,23(2):179-185.(in Ch inese)

陈令,汪亚明.基于肤色平滑度的人脸分割[J].测试技术学报,2004,18(1):60-64.Chen L ing,W ang Y am ing.F ace segm en tation based on the sm oothness of sk in co lor[J].Journa l of T est andM easurem en t T echno logy,2004,18(1):60-64.(in Ch inese)

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