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

来源：

CUREUS JOURNAL OF MEDICAL SCIENCE | 2021年 / 13卷 / 03期

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

页数：7

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? [J].

Belhumeur, PN ;

Kriegman, DJ .

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 [J].

Fernandes, Bruno J. T. ;

Cavalcanti, George D. C. ;

Ren, Tsang I. .

PLOS ONE, 2014, 9 (12)

[7] Thermal Imaging as a Biometrics Approach to Facial Signature Authentication [J].

Guzman, Ana M. ;

Goryawala, Mohammed ;

Wang, Jin ;

Barreto, Armando ;

Andrian, Jean ;

Rishe, Naphtali ;

Adjouadi, Malek .

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 [J].

Kopaczka, Marcin ;

Breuer, Lukas ;

Schock, Justus ;

Merhof, Dorit .

SENSORS, 2019, 19 (19)

[10] Cross-spectrum thermal to visible face recognition based on cascaded image synthesis [J].

Mallat, Khawla ;

Damer, Naser ;

Boutros, Fadi ;

Kuijper, Arjan ;

Dugelay, Jean-Luc .

2019 INTERNATIONAL CONFERENCE ON BIOMETRICS (ICB), 2019,

← 1 2 →