A Classifier Ensemble for Face Recognition Using Gabor Wavelet Features

被引：0
|
作者：
Parvin, Hamid [1 ]
Mozayani, Nasser [1 ]
Beigi, Akram [1 ]
机构：
[1] Iran Univ Sci & Technol IUST, Sch Comp Engn, Tehran, Iran
来源：
COMPUTATIONAL INTELLIGENCE IN SECURITY FOR INFORMATION SYSTEMS | 2011年 / 6694卷
关键词：
Classifier Ensemble; Gabor Wavelet Features; Face Recognition; Image Processing;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Gabor wavelet-based methods have been proven that are useful in many problems including face detection. It has been shown that these features tackle well facing into image recognition. In image identification, while there is a number of human faces in a repository of employees, it is aimed to identify the face of an arrived employee is which one? So the application of gabor wavelet-based features is reasonable. We propose a weighted majority average voting classifier ensemble to handle the problem. We show that the proposed mechanism works well in an employees' repository of our laboratory.
引用
收藏
页码：301 / 307
页数：7
相关论文
共 50 条
  • [21] Face Recognition with Quantum Associative Networks Using Overcomplete Gabor Wavelet
    Tay, Nuo Wi
    Loo, Chu Kiong
    Perus, Mitja
    COGNITIVE COMPUTATION, 2010, 2 (04) : 297 - 302
  • [22] Improved Face Recognition Approach Using Gabor Wavelet and Adaboost Algorithm
    Liu Xia
    Li Tingjun
    Jiao Wei
    PACIIA: 2008 PACIFIC-ASIA WORKSHOP ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION, VOLS 1-3, PROCEEDINGS, 2008, : 338 - +
  • [23] Face Recognition System using Gabor Features and HTK Toolkit
    Elgarrai, Zineb
    El Meslouhi, Othmane
    Allali, Hakim
    Kardouchi, Mustapha
    Selouani, Sid-Ahmed
    10TH INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY AND INTERNET-BASED SYSTEMS SITIS 2014, 2014, : 32 - 36
  • [24] Face recognition using ada-boosted gabor features
    Yang, P
    Shan, SG
    Gao, W
    Li, SZ
    Zhang, D
    SIXTH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION, PROCEEDINGS, 2004, : 356 - 361
  • [25] Face recognition using Gabor features and support vector machines
    Li, YF
    Ou, ZY
    Wang, GQ
    ADVANCES IN NATURAL COMPUTATION, PT 2, PROCEEDINGS, 2005, 3611 : 119 - 122
  • [26] Expressions Invariant Face Recognition Using SURF and Gabor Features
    Bairagi, Barun Kumar
    Das, Samir Chandra
    Chatterjee, Arpitam
    Tudu, Bipan
    2012 THIRD INTERNATIONAL CONFERENCE ON EMERGING APPLICATIONS OF INFORMATION TECHNOLOGY (EAIT), 2012, : 170 - 173
  • [27] FACE RECOGNITION USING VOTING TECHNIQUE FOR THE GABOR AND LDP FEATURES
    Dagher, Issam
    Hassanieh, Jamal
    Younes, Ahmad
    2013 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2013,
  • [28] The Enhanced Face Recognition using Binary Patterns of Gabor Features
    Bin Bakkre, M. A. Jobayer
    Rahman, Md Tajmilur
    Bhuiyan, Md Alamin
    TENCON 2009 - 2009 IEEE REGION 10 CONFERENCE, VOLS 1-4, 2009, : 382 - +
  • [29] ZMI and wavelet transform features and SVM classifier in the optimized face recognition system
    Kanan, HR
    Faez, K
    2005 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT), VOLS 1 AND 2, 2005, : 295 - 300
  • [30] Data Driven Gabor Wavelet Design for Face Recognition
    Shen, Linlin
    Bai, Li
    Ji, Zhen
    PROCEEDINGS OF THE 2008 CHINESE CONFERENCE ON PATTERN RECOGNITION (CCPR 2008), 2008, : 246 - +
12345