Real-time face detection based on skin-color model and morphology filters

被引：3
|
作者：
Lv, YX [1 ]
Liu, ZQ [1 ]
Zhu, XH [1 ]
机构：
[1] Beijing Univ Posts & Telecommun, Beijing 100088, Peoples R China
来源：
2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS | 2003年
关键词：
real-time facede tection; skin-color model; mathematical morphological filter;
D O I：
10.1109/ICMLC.2003.1260131
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a new real-time face detection method that uses the skin color model in the YCrCb chrominance space to remove the non-skin-color pixels from the image from which we then extract candidate human face regions. We use the mathematical morphological filter to remove noisy regions and fill holes in the skin-color region. To locate the face region, we computer the similarity between the human face features and the candidate face regions in the image. We have implemented this algorithm in our smart media systems and found it effective in a real environment.
引用
收藏
页码：3203 / 3207
页数：5
相关论文
共 50 条
  • [1] Real-time face detection based on skin color model
    Xu, XN
    Lu, ZM
    ISTM/2005: 6TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-9, CONFERENCE PROCEEDINGS, 2005, : 6362 - 6365
  • [2] A Face Detection Algorithm Based on Modified Skin-color Model
    Ma Xinjun
    Zhang Hongqiao
    Zhang Xin
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 3896 - 3900
  • [3] Real-time Face Detection using Skin Color Model
    LU Yao-xin~1
    2.Centre for Media Technology (RCMT) School of Creative Media
    The Journal of China Universities of Posts and Telecommunications, 2004, (03) : 79 - 83
  • [4] FACE TRACKING USING CONVOLUTION FILTERS AND SKIN-COLOR MODEL
    Gejgus, P.
    Kubini, P.
    COMPUTER VISION AND GRAPHICS (ICCVG 2004), 2006, 32 : 721 - 726
  • [5] A NOVEL REAL TIME HAND DETECTION BASED ON SKIN-COLOR
    Wang, Yuh-Rau
    Lin, Wei-Hung
    Yang, Ling
    2013 IEEE 17TH INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS (ISCE), 2013, : 141 - +
  • [6] Fast Face Detection Algorithm Based on Improved Skin-Color Model
    Zhen-Xue Chen
    Cheng-Yun Liu
    Fa-Liang Chang
    Xu-Zhen Han
    Arabian Journal for Science and Engineering, 2013, 38 : 629 - 635
  • [7] Fast Face Detection Algorithm Based on Improved Skin-Color Model
    Chen, Zhen-Xue
    Liu, Cheng-Yun
    Chang, Fa-Liang
    Han, Xu-Zhen
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2013, 38 (03) : 629 - 635
  • [8] Face detection by integrating multiresolution-based watersheds and a skin-color model
    Kim, JB
    Jung, SW
    Kim, HJ
    DEVELOPMENTS IN APPLIED ARTIFICAIL INTELLIGENCE, PROCEEDINGS, 2002, 2358 : 715 - 724
  • [9] Face detection based on skin-color model and gravity-center template
    Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, College of Computer Science and Technology, Beijing University of Technology, Beijing 100022, China
    Beijing Gongye Daxue Xuebao J. Beijing Univ. Technol., 2006, 5 (467-472):
  • [10] Color model based real-time face detection with AdaBoost in color image
    Peng, Yuxin
    Jin, Yuxin
    He, Kezhong
    Sun, Fuchun
    Liu, Huaping
    Tao, Linmi
    INTERNATIONAL CONFERENCE ON MACHINE VISION 2007, PROCEEDINGS, 2007, : 40 - 45
12345