Quaternion based information parallel fusion and its application in color face detection

被引：0
|
作者：
Lang, Fangnian [1 ]
Zhou, Jiliu [1 ,2 ]
Bin, Yan [3 ]
Song, Enbin [1 ]
Zhong, Fan [1 ]
机构：
[1] Sichuan Univ, Sch Elect Informat, Chengdu 610064, Peoples R China
[2] Sichuan Univ, Sch Comp Sci, Chengdu 610064, Peoples R China
[3] Univ Elect Sci & Technol China, Sch Automt Engn, Chengdu 610054, Peoples R China
来源：
2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4 | 2006年
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Pointing to dimension limit of serial feature fusion method, and quantity limit of parallel complex vector feature fusion method, an evolution of parallel vector feature fusion method based on quaternion has been proposed. The feasibility and the rationality of its application is proved in details theoretically. The feasibility of Fisher classification method in real domain and complex domain has been extended to quaternion space. Then the detail usage and process of the generalized Fisher method used in image classification has been given in this paper. Finally, the new algorithm is used in face detection and good result has been obtained.
引用
收藏
页码：1806 / +
页数：2
相关论文
共 50 条
  • [1] Quaternion based image information parallel fusion
    Lang, Fang-Nian
    Zhou, Ji-Liu
    Zhong, Fan
    Song, En-Bin
    Yan, Bin
    Zidonghua Xuebao/Acta Automatica Sinica, 2007, 33 (11): : 1136 - 1143
  • [2] Probabilistic quaternion collaborative representation and its application to robust color face identification
    Zou, Cuiming
    Kou, Kit Ian
    Tang, Yuan Yan
    SIGNAL PROCESSING, 2023, 210
  • [3] Face detection method based on information fusion
    Zhang, HM
    Gong, WG
    Li, WH
    Liang, YX
    Liu, JM
    PROCEEDINGS OF THE THIRD INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY, VOL 2, 2004, : 36 - 42
  • [4] Face-texture model based on SGLD and its application in face detection in a color scene
    Dai, Y
    Nakano, Y
    PATTERN RECOGNITION, 1996, 29 (06) : 1007 - 1017
  • [5] A Face Detection Method Based on Color and Geometry Information
    Wang, Rong
    Yang, XiaoGang
    PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2012, : 1960 - 1963
  • [6] Face detection based on color and local symmetry information
    Sun, QB
    Huang, WM
    Wu, JK
    AUTOMATIC FACE AND GESTURE RECOGNITION - THIRD IEEE INTERNATIONAL CONFERENCE PROCEEDINGS, 1998, : 130 - 135
  • [7] A New Algorithm of Face Detection Based on Color Information and Face Contour
    Wang Xiao-jie
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 2497 - 2501
  • [8] Quaternion Collaborative and Sparse Representation With Application to Color Face Recognition
    Zou, Cuiming
    Kou, Kit Ian
    Wang, Yulong
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 25 (07) : 3287 - 3302
  • [9] Obtain method of quaternion matrix orthogonal eigenvector set and its application in color face recognition
    School of Electronic and Information Science, Sichuan University, Chengdu 610064, China
    不详
    不详
    不详
    Zidonghua Xuebao/Acta Automatica Sinica, 2008, 34 (02): : 121 - 129
  • [10] Color face recognition based on quaternion matrix representation
    Sun, Yanfeng
    Chen, Shangyou
    Yin, Baocai
    PATTERN RECOGNITION LETTERS, 2011, 32 (04) : 597 - 605
12345