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
  • [31] Color Face Images Recognition Based on Quaternion Kernel Discriminant Analysis
    Jing, Xiao-Yuan
    Tang, Hui
    Yao, Yong-Fang
    Zhang, Ji-Wei
    2011 3RD WORLD CONGRESS IN APPLIED COMPUTING, COMPUTER SCIENCE, AND COMPUTER ENGINEERING (ACC 2011), VOL 4, 2011, 4 : 53 - +
  • [32] COLOR LINEAR DISCRIMINANT ANALYSIS FOR FACE RECOGNITION BASED ON QUATERNION MODEL
    Ling, Si-Tao
    Hu, Zhe-Han
    Yang, Bing
    Li, Yi-Ding
    PACIFIC JOURNAL OF OPTIMIZATION, 2024, 20 (02): : 265 - 285
  • [33] Quaternion-based improved LPP method for color face recognition
    Wu, Shuai
    OPTIK, 2014, 125 (10): : 2344 - 2349
  • [34] Application of color histogram to human face detection
    Hashem, Hassan Fahmy
    Amin, Dr. Abbas
    Al-Sherbiny, Ali
    PROCEEDINGS OF THE 25TH NATIONAL RADIO SCIENCE CONFERENCE: NRSC 2008, 2008,
  • [35] Application of Color Histogram to Human Face Detection
    Hashem, Hassan Fahmy
    Amin, Abbas
    Al-Sherbiny, Ali
    2008 3RD INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES: FROM THEORY TO APPLICATIONS, VOLS 1-5, 2008, : 1207 - 1212
  • [36] Fractional quaternion cosine transform and its application in color image copy-move forgery detection
    Chen, Beijing
    Yu, Ming
    Su, Qingtang
    Li, Leida
    MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (07) : 8057 - 8073
  • [37] Fractional quaternion cosine transform and its application in color image copy-move forgery detection
    Beijing Chen
    Ming Yu
    Qingtang Su
    Leida Li
    Multimedia Tools and Applications, 2019, 78 : 8057 - 8073
  • [38] Quaternion Markov Splicing Detection for Color Images Based on Quaternion Discrete Cosine Transform
    Wang, Jinwei
    Liu, Renfeng
    Wang, Hao
    Wu, Bin
    Shi, Yun-Qing
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2020, 14 (07) : 2981 - 2996
  • [39] CLASSIFIER FUSION BASED ON EVIDENCE THEORY AND ITS APPLICATION IN FACE RECOGNITION
    Yang Yi Han Chongzhao Han Deqiang (Institute of Integrated Automation
    Journal of Electronics(China), 2009, 26 (06) : 771 - 776
  • [40] Face Detection Method Based on Multi-feature Fusion in YCbCr Color Space
    Zhu, Youlian
    Huang, Cheng
    Chen, Jiajun
    2012 5TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), 2012, : 1249 - 1252