Thermal Infrared Face Recognition

被引:2
作者
Weidlich, Vincent A. [1 ]
机构
[1] Goldsmiths Univ London, Data Sci & Artificial Intelligence, London, England
关键词
thermal infrared imagery; long wave infrared; blood vessel pattern; facial vascular pattern; face recognition; machine learning; neural networks; artificial intelligence; deep learning; vascular map; IMAGES;
D O I
10.7759/cureus.13736
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The technology for deep learning in the field of thermal infrared face recognition has recently become more available for use in research, therefore allowing for the many groups working on this subject to achieve many novel findings. Thermal infrared face recognition helps recognize faces that are not able to be recognized in visible light and can additionally recognize facial blood vessel structure. Previous research regarding temperature variations, mathematical formulas, wave types, and methods in thermal infrared face recognition is reviewed.
引用
收藏
页数:7
相关论文
共 15 条
  • [1] [Anonymous], 2006, APPEARANCE BASED FAC
  • [2] [Anonymous], 2020, WHAT IS SWIR
  • [3] [Anonymous], 2001, IEEE XPLORE, DOI DOI 10.1109/CVPR.2001.990519
  • [4] What is the set of images of an object under all possible lighting conditions?
    Belhumeur, PN
    Kriegman, DJ
    [J]. 1996 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 1996, : 270 - 277
  • [5] Carrapiço R, 2015, EUR SIGNAL PR CONF, P829, DOI 10.1109/EUSIPCO.2015.7362499
  • [6] Constructive Autoassociative Neural Network for Facial Recognition
    Fernandes, Bruno J. T.
    Cavalcanti, George D. C.
    Ren, Tsang I.
    [J]. PLOS ONE, 2014, 9 (12):
  • [7] Thermal Imaging as a Biometrics Approach to Facial Signature Authentication
    Guzman, Ana M.
    Goryawala, Mohammed
    Wang, Jin
    Barreto, Armando
    Andrian, Jean
    Rishe, Naphtali
    Adjouadi, Malek
    [J]. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2013, 17 (01) : 214 - 222
  • [8] Gyaourova A, 2004, LECT NOTES COMPUT SC, V2034, P456
  • [9] A Modular System for Detection, Tracking and Analysis of Human Faces in Thermal Infrared Recordings
    Kopaczka, Marcin
    Breuer, Lukas
    Schock, Justus
    Merhof, Dorit
    [J]. SENSORS, 2019, 19 (19)
  • [10] Cross-spectrum thermal to visible face recognition based on cascaded image synthesis
    Mallat, Khawla
    Damer, Naser
    Boutros, Fadi
    Kuijper, Arjan
    Dugelay, Jean-Luc
    [J]. 2019 INTERNATIONAL CONFERENCE ON BIOMETRICS (ICB), 2019,