Face Recognition Based on LBP and Genetic Algorithm

被引:0
|
作者
Zhao Li-hong [1 ]
Liu Fei [1 ]
Wang Yong-jun [1 ]
机构
[1] Northeast Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
关键词
Face recognition; LBP feature extraction; the genetic algorithm; SVM;
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
This paper implements the face recognition system based on genetic algorithm. System is consisted of illumination compensation in video image, feature extraction, feature selection, classification, identification, and displaying. the recognition rate of human face recognition system with a good stability and strong practicality is above 90%. It has laid a good foundation for further study of face recognition system.
引用
收藏
页码:1582 / 1587
页数:6
相关论文
共 50 条
  • [21] FACE RECOGNITION BASED ON GPPBTF AND LBP WITH CLASSIFIER FUSION
    Xu, Gang
    Lu, Huchuan
    Wang, Zunyi
    [J]. INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2012, 12 (02)
  • [22] Research of Improved Algorimth Based on LBP for Face Recognition
    Jia, Mingxing
    Zhang, Zhixian
    Song, Pengfei
    Du, Junqiang
    [J]. BIOMETRIC RECOGNITION (CCBR 2014), 2014, 8833 : 111 - 119
  • [23] Evaluation of LBP-based Face Recognition Techniques
    Faudzi, Siti Anis Amirah Mohd
    Yahya, Norashikin
    [J]. 2014 5TH INTERNATIONAL CONFERENCE ON INTELLIGENT AND ADVANCED SYSTEMS (ICIAS 2014), 2014,
  • [24] Feature to Feature Matching for LBP Based Face Recognition
    Lenc, Ladislav
    Kral, Pavel
    [J]. ADVANCES IN ARTIFICIAL INTELLIGENCE AND ITS APPLICATIONS, MICAI 2015, PT II, 2015, 9414 : 371 - 381
  • [25] Face recognition algorithm using RDW-LBP based on horizontal component prior principle
    Wang, Ying
    Li, Wen-Hui
    Fu, Bo
    Li, Hui-Ying
    Ni, Hong-Yin
    [J]. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2011, 41 (03): : 750 - 757
  • [26] Face Recognition based on LBP and CS-LBP Technique under Different Emotions
    Neeru, Nirvair
    Kaur, Lakhwinder
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (ICCIC), 2015, : 662 - 665
  • [27] Human Face Recognition Using PCA based Genetic Algorithm
    Mahmud, Firoz
    Haque, Md. Enamul
    Zuhori, Syed Tauhid
    Pal, Biprodip
    [J]. 2014 1ST INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION & COMMUNICATION TECHNOLOGY (ICEEICT 2014), 2014,
  • [28] Face recognition using genetic algorithm based template matching
    Karungaru, S
    Fukumi, M
    Akamatsu, N
    [J]. IEEE INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES 2004 (ISCIT 2004), PROCEEDINGS, VOLS 1 AND 2: SMART INFO-MEDIA SYSTEMS, 2004, : 1252 - 1257
  • [29] Fusion of Genetic Algorithm with Tensor based Algorithms for Face Recognition
    Norouzi, Yaser
    Araghi, Samad
    Kaffashpour-Yazdi, Mohsen
    Shams-Baboli, Ali Akbar
    [J]. 2015 9TH IRANIAN CONFERENCE ON MACHINE VISION AND IMAGE PROCESSING (MVIP), 2015, : 96 - 99
  • [30] A Novel Face Recognition Approach Based on Genetic Algorithm Optimization
    Moussa, Mourad
    Hmila, Maha
    Douik, Ali
    [J]. STUDIES IN INFORMATICS AND CONTROL, 2018, 27 (01): : 127 - 134