A massively parallel algorithm for local binary pattern based face recognition

被引:0
|
作者
Lahdenoja, Olli [1 ,2 ]
Maunu, Janine [1 ]
Laiho, Mika [1 ]
Paasio, Axi [1 ]
机构
[1] Univ Turku, Dept Informat Technol, Microelect Lab, Lemminkaisenkatu 14A, FIN-20520 Turku, Finland
[2] Turuku Ctr Comp Sci, Turku, Finland
基金
芬兰科学院;
关键词
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we present a novel massively parallel implementation of a Local Binary Pattern based face recognition algorithm, improving the recognition accuracy. An adaptive block matching method is introduced in the context of the proposed algorithm for massively parallel image processing, allowing simultaneous face alignment and recognition. We also consider main architecture level issues in the hardware implementation of a dedicated binary array performing the LBP based face recognition.
引用
收藏
页码:3730 / +
页数:2
相关论文
共 50 条
  • [21] Face Recognition Based on Multi-Direction Local Binary Pattern
    Liu, Jin
    Chen, Yue
    Sun, Shengnan
    PROCEEDINGS OF 2017 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2017, : 1606 - 1610
  • [22] Local Binary Pattern based Face Recognition System for Automotive Security
    Patil, Shailaja A.
    Deore, Pramod J.
    2015 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMPUTING AND CONTROL (ISPCC), 2015, : 13 - 17
  • [23] Face Recognition Based on Wavelet Transform and Adaptive Local Binary Pattern
    Mohamed, Abdallah
    Yampolskiy, Roman V.
    DIGITAL FORENSICS AND CYBER CRIME, ICDF2C 2012, 2013, 114 : 158 - 166
  • [24] Recognition of Colored Face, Based on an Improved Color Local Binary Pattern
    Li, Zhi-Ming
    Huang, Zheng-Hai
    Li, Wen-Juan
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2019, 33 (04)
  • [25] Bespectacled Face Recognition Algorithm Based on Random Non-uniform Local Gabor Binary Pattern
    Wang Zhen-zhou
    Xu Xing-xing
    Li Hai-chuan
    2015 7th International Conference on Modelling, Identification and Control (ICMIC), 2014, : 99 - 102
  • [26] Implementation of High Performance Hardware Architecture of Face Recognition Algorithm Based on Local Binary Pattern on FPGA
    Zhang, Yangjie
    Cao, Wei
    Wang, Lingli
    PROCEEDINGS OF 2015 IEEE 11TH INTERNATIONAL CONFERENCE ON ASIC (ASICON), 2015,
  • [27] Local Binary Pattern Domain Local Appearance Face Recognition
    Ekenel, Hazim K.
    Fischer, Mika
    Tekeli, Erkin
    Stiefelhagen, Rainer
    Ercil, Aytuel
    2008 IEEE 16TH SIGNAL PROCESSING, COMMUNICATION AND APPLICATIONS CONFERENCE, VOLS 1 AND 2, 2008, : 865 - +
  • [28] A Massively Parallel Face Recognition System
    Lahdenoja, Olli
    Laiho, Mika
    Maunu, Janne
    Paasio, Ari
    EURASIP JOURNAL ON EMBEDDED SYSTEMS, 2007, (01)
  • [29] Triangle and orthogonal local binary pattern for face recognition
    Shekhar Karanwal
    Manoj Diwakar
    Multimedia Tools and Applications, 2023, 82 : 36179 - 36205
  • [30] Triangle and orthogonal local binary pattern for face recognition
    Karanwal, Shekhar
    Diwakar, Manoj
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (23) : 36179 - 36205