New fast PCA for face detection

被引：0
|
作者：
El-Bakry, H. [1 ]
Zhao, Q. [1 ]
机构：
[1] Univ Aizu, Aizu Wakamatsu 9658580, Japan
来源：
INFORMATION PROCESSING IN THE SERVICE OF MANKIND AND HEALTH | 2006年
关键词：
fast PCA; face detection;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Principal Component Analysis (PCA) has many different important Applications especially in pattern detection such as face detection / recognition. Therefore, for real time applications, the response time is required to be as small as possible. In this paper, new implementation of PCA for fast face detection is presented. Such new implementation is designed based on cross correlation in the frequency domain between the input image and eigenvectors (weights). Simulation results show that the proposed implementation of PCA is faster than conventional one.
引用
收藏
页码：283 / +
页数：4
相关论文
共 50 条
  • [21] A new method of face recognition with data field and PCA
    Wang, Dakui
    Li, Dongwei
    Lin, Yi
    2013 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING (GRC), 2013, : 320 - 325
  • [22] Fast Change Detection based on GPGS-PCA
    Srisuk, Sanun
    Arunyagool, Damrongsak
    Petchthaweetham, Bannakorn
    2020 8TH INTERNATIONAL ELECTRICAL ENGINEERING CONGRESS (IEECON), 2020,
  • [23] Face recognition for target detection on PCA features with Outlier information
    Chen, Yen-Lun
    Zheng, Yuan F.
    2007 50TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-3, 2007, : 683 - 686
  • [24] A design of face detection system using the GA and the Simple PCA
    Takimoto, H
    Mitsukura, Y
    Fukumi, M
    Akamatsu, N
    ICONIP'02: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING: COMPUTATIONAL INTELLIGENCE FOR THE E-AGE, 2002, : 2069 - 2073
  • [25] Performance Evaluation of the PCA Versus Improved PCA (IPCA) in Image Compression, and in Face Detection and Recognition
    Alorf, Abdulaziz A.
    PROCEEDINGS OF 2016 FUTURE TECHNOLOGIES CONFERENCE (FTC), 2016, : 537 - 546
  • [26] A Fast Training Method for Face Detection
    Chen Weimin
    Xu Dongxia
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 2489 - 2491
  • [27] Fast and robust face detection in video
    Deng, YF
    Su, GD
    Zhou, J
    Fu, B
    PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 4577 - 4582
  • [28] Face and eye detection using PCA and SVM in color images
    Shih, FY
    Cheng, SX
    Chuang, CF
    PROCEEDINGS OF THE 7TH JOINT CONFERENCE ON INFORMATION SCIENCES, 2003, : 731 - 734
  • [29] Fast learning for statistical face detection
    Fan, Zhi-Gang
    Lu, Bao-Liang
    NEURAL INFORMATION PROCESSING, PT 2, PROCEEDINGS, 2006, 4233 : 187 - 196
  • [30] New fast principal component analysis for real-time face detection
    El-Bakry, Hazem M.
    Machine Graphics and Vision, 2009, 18 (04): : 405 - 425
12345