Embedded Face Detection Application based on Local Binary Patterns

被引:4
|
作者
Acasandrei, Laurentiu [1 ]
Barriga, Angel [2 ]
机构
[1] CSIC, CNM, IMSE, Inst Microelect Sevilla, Seville, Spain
[2] Univ Seville, CSIC, CNM, Inst Microelect Sevilla,IMSE, Seville, Spain
关键词
Face detection; LBP; embedded software;
D O I
10.1109/HPCC.2014.121
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In computer vision during the recent years a new paradigm for object detection has stimulated researchers and designers interest. The foundation of this new paradigm is the Local Binary Pattern (LBP) which is a nonparametric operator that efficiently extracts the features of local structures in images. This communication describes a software embedded implementation of LBP based algorithm for object detection, in particular targeting frontal face detection.
引用
收藏
页码:641 / 644
页数:4
相关论文
共 50 条
  • [1] Face Liveness Detection Based on Enhanced Local Binary Patterns
    Liu, Xiaolei
    Lu, Runge
    Liu, Wei
    [J]. 2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 6301 - 6305
  • [2] Face description with local binary patterns:: Application to face recognition
    Ahonen, Timo
    Hadid, Abdenour
    Pietikainen, Matti
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2006, 28 (12) : 2037 - 2041
  • [3] Color-based face detection using combination of modified local binary patterns and embedded hidden Markov models
    Pham-Ngoc, Phuong-Trinh
    Jo, Kang-Hyun
    [J]. 2006 SICE-ICASE INTERNATIONAL JOINT CONFERENCE, VOLS 1-13, 2006, : 3733 - +
  • [4] Face Detection Based on Probability of Amplitude Distribution of Local Binary Patterns Algorithm
    Alobaidi, Wisam H.
    Aziz, Israa T.
    Jawad, Thakwan
    Flaih, Firas M. F.
    Azeez, Abdulrahman T.
    [J]. 2018 6TH INTERNATIONAL SYMPOSIUM ON DIGITAL FORENSIC AND SECURITY (ISDFS), 2018, : 28 - 32
  • [5] LEARNING FLEXIBLE BLOCK BASED LOCAL BINARY PATTERNS FOR UNCONSTRAINED FACE DETECTION
    Chai, Zhenhua
    Zhang, Yu
    Du, Zhijun
    Wang, Dong
    Mendez-Vazquez, Heydi
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME), 2014,
  • [6] Face Recognition Based on Logarithmic Local Binary Patterns
    Mandal, Debashree
    Panetta, Karen
    Agaian, Sos
    [J]. IMAGE PROCESSING: ALGORITHMS AND SYSTEMS XI, 2013, 8655
  • [7] Feature local binary patterns with application to eye detection
    Gu, Jiayu
    Liu, Chengjun
    [J]. NEUROCOMPUTING, 2013, 113 : 138 - 152
  • [8] Face recognition with local binary patterns
    Ahonen, T
    Hadid, A
    Pietikäinen, M
    [J]. COMPUTER VISION - ECCV 2004, PT 1, 2004, 3021 : 469 - 481
  • [9] Face spoofing detection using Local binary patterns and Fisher Score
    Benlamoudi, Azeddine
    Samai, Djamel
    Ouafi, Abdelkrim
    Bekhouche, Salah Eddine
    Taleb-Ahmed, Abdelmalik
    Hadid, Abdenour
    [J]. 3RD INTERNATIONAL CONFERENCE ON CONTROL, ENGINEERING & INFORMATION TECHNOLOGY (CEIT 2015), 2015,
  • [10] Hardware-Software Face Detection System based on Multi Block Local Binary Patterns
    Acasandrei, Laurentiu
    Barriga, Angel
    [J]. SIXTH INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2014), 2015, 9443