A novel facial features extraction algorithm using Gabor wavelets

被引：0
|
作者：
Jiang Wei [1 ]
Zhang Jian [1 ]
Shen Ting-zhi [1 ]
Wang Xiao-hua [1 ]
机构：
[1] Beijing Inst Technol, Dept Elect Engn, Sch Informat Sci & Technol, Beijing 100081, Peoples R China
来源：
CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 2, PROCEEDINGS | 2008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：
An efficient algorithm for facial features extractions is proposed The facial features we extracted are the edges of two eyes, nose and mouth. The algorithm is based on an improved Gabor wavelets edge detector to detect the face region and facial features regions. The experimental results show that the proposed method is robust against facial expression, illumination, and can be also effect if the person wearing glassed, and so on.
引用
收藏
页码：649 / 653
页数：5
相关论文
共 50 条
  • [31] Facial Prediction and Recognition Using Wavelets Transform Algorithm and Technique
    Paul, Okuwobi Idowu
    Lu, Yonghua
    ELECTRONICS, MECHATRONICS AND AUTOMATION III, 2014, 666 : 251 - 255
  • [32] Image description using Gabor wavelets
    Cojoc, D
    Grattoni, P
    Nerino, R
    Pettiti, G
    OPTIKA '98 - 5TH CONGRESS ON MODERN OPTICS, 1998, 3573 : 393 - 396
  • [33] Facial Feature Point Detection using Simplified Gabor Wavelets and Confidence-based Grouping
    Panning, Axel
    Al-Hamadi, Ayoub
    Michaelis, Bernd
    PROCEEDINGS 2012 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2012, : 2687 - 2692
  • [34] A Novel Method for Facial Features Extraction Using Bilateral Filtering and Wavelet Transform
    Khan, Asif
    Ihtesham-Ul-Islam
    THIRD 2008 INTERNATIONAL CONFERENCE ON CONVERGENCE AND HYBRID INFORMATION TECHNOLOGY, VOL 1, PROCEEDINGS, 2008, : 887 - 892
  • [35] Facial gender recognition using Gabor-DCT feature extraction
    Agrwal, Shubh Lakshmi
    Jhanwar, Ayushi
    Goswami, Kuldeep
    Gupta, Sandeep K.
    Kant, Vibhor
    JOURNAL OF STATISTICS & MANAGEMENT SYSTEMS, 2019, 22 (04): : 719 - 728
  • [36] A Narrative Methodology to Recognize Iris Patterns By Extracting Features Using Gabor Filters and Wavelets
    Jha, Shristi
    Sindhu, B. M.
    Venkatesan, S.
    INTERNATIONAL SEMINAR ON APPLIED PHYSICS, OPTOELECTRONICS AND PHOTONICS (APOP 2016), 2016, 61
  • [37] A novel sparse adaptive algorithm using wavelets
    Blunt, SD
    Ho, KC
    2002 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL III, PROCEEDINGS, 2002, : 37 - 40
  • [38] Facial Expression Recognition Using Local Gabor Features and Adaboost Classifiers
    Xing, Yuanxiu
    Luo, Wei
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC), VOL 1, 2016, : 228 - 232
  • [39] Design of Gabor wavelets for analysis of texture features in cervical images
    Van Raad, V
    PROCEEDINGS OF THE 25TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: A NEW BEGINNING FOR HUMAN HEALTH, 2003, 25 : 806 - 809
  • [40] Mixed-mode CMOS implementation of 2-D pseudo-Gabor wavelets for facial feature extraction
    Spencer, RG
    Sánchez-Sinencio, E
    42ND MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, PROCEEDINGS, VOLS 1 AND 2, 1999, : 559 - 562
12345