Face recognition on partially occluded images using compressed sensing

被引：45
|
作者：
Morelli Andres, A. [1 ]
Padovani, S. [1 ]
Tepper, M. [1 ]
Jacobo-Berlles, J. [1 ]
机构：
[1] Univ Buenos Aires, Fac Ciencias Exactas & Nat, Dept Computac, Buenos Aires, DF, Argentina
来源：
PATTERN RECOGNITION LETTERS | 2014年 / 36卷
关键词：
Face recognition; Compressed sensing; Partial occlusion; SIGNAL RECOVERY; EIGENFACES;
D O I：
10.1016/j.patrec.2013.08.001
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this work we have built a face recognition system using a new method based on recent advances in compressed sensing theory. The authors propose a method for recognizing faces that is robust to certain types and levels of occlusion. They also present tests that allow to assess the incidence of the proposed method. (C) 2013 Published by Elsevier B.V.
引用
收藏
页码：235 / 242
页数：8
相关论文
共 50 条
  • [1] PARTIALLY OCCLUDED FACE COMPLETION AND RECOGNITION
    Deng, Yue
    Li, Dong
    Xie, Xudong
    Lam, Kin-Man
    Dai, Qionghai
    [J]. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6, 2009, : 4145 - +
  • [2] Occluded face images recognition using robust LDA
    Khan, Waqar Ahmed
    Javed, Muhammad Younus
    Anjum, M. Almas
    [J]. Second International Conference on Emerging Technologies 2006, Proceedings, 2006, : 151 - 156
  • [3] A Robust Method for Partially Occluded Face Recognition
    Xu, Wenkai
    Lee, Suk-Hwan
    Lee, Eung-Joo
    [J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2015, 9 (07): : 2667 - 2682
  • [4] A new partially occluded face pose recognition
    Ju, Myung-Ho
    Kang, Hang-Bong
    [J]. ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS, PROCEEDINGS, 2007, 4678 : 322 - 330
  • [5] Compressed Sensing for Face Recognition
    Vo, Nhat
    Vo, Duc
    Challa, Subhash
    Moran, Bill
    [J]. 2009 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE FOR IMAGE PROCESSING, 2009, : 104 - +
  • [6] Partially occluded face recognition using subface hidden Markov models
    Pu Xiaorong
    Zhou Zhihu
    Tan Heng
    Lu Tai
    [J]. 2012 7TH INTERNATIONAL CONFERENCE ON COMPUTING AND CONVERGENCE TECHNOLOGY (ICCCT2012), 2012, : 720 - 725
  • [7] Recognition of Partially Occluded Face Using Gradientface and Local Binary Patterns
    Cavalcanti, George D. C.
    Ren, Tsang Ing
    Reis, Josivan R.
    [J]. PROCEEDINGS 2012 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2012, : 2324 - 2329
  • [8] Recovery of partially sampled PET images using compressed sensing
    Valiollahzadeh, SeyyedMajid
    Chang, Tinting
    Clark, John
    Mawlawi, Osama
    [J]. JOURNAL OF NUCLEAR MEDICINE, 2012, 53
  • [9] MASKED CORRELATION FILTERS FOR PARTIALLY OCCLUDED FACE RECOGNITION
    He, Eric J.
    Fernandez, Joseph A.
    Kumar, B. V. K. Vijaya
    Alkanhal, Mohamed
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING PROCEEDINGS, 2016, : 1293 - 1297
  • [10] ROBUST FACE RECOGNITION WITH PARTIALLY OCCLUDED IMAGES BASED ON A SINGLE OR A SMALL NUMBER OF TRAINING SAMPLES
    Lin, Jie
    Ming, Ji
    Crookes, Danny
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS, 2009, : 881 - 884
12345