Comparative Analysis Of Haar and Skin color Method For Face Detection

被引：0
|
作者：
Anchit, Anisha [1 ]
Mathur, Swati [1 ]
机构：
[1] Poornima Inst Informat & Technol, Dept Informat Technol, Jaipur, Rajasthan, India
来源：
2014 RECENT ADVANCES AND INNOVATIONS IN ENGINEERING (ICRAIE) | 2014年
关键词：
Face Detection; Haar; skin color detection;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Face detection is the fundamental part of any face processing system. It is growing as an active research area in field of image processing. Various methods like feature based, skin color and appearance based model are proposed. But because of dynamicity of human face, speed and accuracy become the issue point. The aim of this paper is to have comparative analysis Haar Classifier and Skin color detection method for face detection. Using Viola Jones for haar detection rate for facial feature like nose, eye and mouth is calculated. The efficiency achieved by Haar for face is 89.42% while that in skin color model is 84.61 %. This paper also emphasize on some applications of face detection.
引用
收藏
页数：5
相关论文
共 50 条
  • [1] Comparative Analysis of Skin Color Model for Face Detection
    Sumathi, C. P.
    Mahadevi, M.
    [J]. 2014 INTERNATIONAL SYMPOSIUM ON BIOMETRICS AND SECURITY TECHNOLOGIES (ISBAST), 2014, : 24 - 28
  • [2] Improvement of Haar Feature Based Face Detection incorporating Human Skin Color Analysis
    Mollah, Md. Abdus Salim
    Akash, Md. Asif Anjum
    Ahmed, Mahtab
    Akhand, M. A. H.
    [J]. 2016 INTERNATIONAL CONFERENCE ON MEDICAL ENGINEERING, HEALTH INFORMATICS AND TECHNOLOGY (MEDITEC), 2016,
  • [3] COMBINING HAAR FEATURE AND SKIN COLOR BASED CLASSIFIERS FOR FACE DETECTION
    Erdem, C. E.
    Ulukaya, S.
    Karaali, A.
    Erdem, A. T.
    [J]. 2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 1497 - 1500
  • [4] Analysis of Skin Color Models for Face Detection
    Daithankar, Mrunmayee V.
    Karande, Kailash J.
    Harale, Avinash D.
    [J]. 2014 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP), 2014,
  • [5] A Face Detection Method Based on Skin Color Model
    Zhang, Dazhi
    Wu, Boying
    Sun, Jiebao
    Liao, Qinglei
    [J]. PROCEEDINGS OF THE 11TH JOINT CONFERENCE ON INFORMATION SCIENCES, 2008,
  • [6] A Robust Face Detection Method Based on Skin Color and Edges
    Ghimire, Deepak
    Lee, Joonwhoan
    [J]. JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2013, 9 (01): : 141 - 156
  • [7] Research of Face Detection Method based on Skin Color Feature
    Ye, Qing
    [J]. MECHATRONICS, ROBOTICS AND AUTOMATION, PTS 1-3, 2013, 373-375 : 478 - 482
  • [8] Face detection method based on skin color and template matching
    Liu, Q. H.
    Li, B.
    Lin, M.
    [J]. INFORMATION TECHNOLOGY AND COMPUTER APPLICATION ENGINEERING, 2014, : 551 - 554
  • [9] Human Face Detection Method Based on Skin Color Model
    Tang, San
    [J]. MECHATRONICS AND INTELLIGENT MATERIALS III, PTS 1-3, 2013, 706-708 : 1877 - 1881
  • [10] A Fast Face Detection Method Based On Skin Color And Adaboost
    Niyomugabo, Cesar
    Hong, Kwon Jae
    Kim, Tae Yong
    [J]. 18TH IEEE INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS (ISCE 2014), 2014,
12345