NDLI: Face recognition under spoofing attacks: countermeasures and research directions

Content Provider	IET Digital Library
Author	Li, Lei Correia, Paulo Lobato Hadid, Abdenour
Abstract	Among tangible threats facing current biometric systems are spoofing attacks. A spoofing attack occurs when a person tries to masquerade as someone else by falsifying data and thereby attempting to gain illegitimate access and advantages. Recently, an increasing attention has been given to this research problem, as can be attested by the growing number of articles and the various competitions that appear in major biometric forums. This study presents a comprehensive overview of the recent advances in face anti-spoofing state-of-the-art, discussing existing methodologies, available benchmarking databases, reported results and, more importantly, the open issues and future research directions. As a case study for illustration, a face anti-spoofing method is described, which employs a colour local binary pattern descriptor to jointly analyse colour and texture available from the luminance and chrominance channels. Two publicly available databases are used for the analysis, and the importance of inter-database evaluation to attest the generalisation capabilities of an anti-spoofing method is discussed.
Starting Page	3
Ending Page	14
Page Count	12
ISSN	20474938
Volume Number	7
e-ISSN	20474946
Issue Number	Issue 1, Jan (2018)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-bmt/7/1
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-bmt.2017.0089
Journal	IET Biometrics
Publisher Date	2017-10-16
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Benchmarking Databases Biometric System Brightness Chrominance Channel Colour Analyse Colour Local Binary Pattern Descriptor Computer Vision And Image Processing Technique Face Antispoofing Method Face Recognition Generalisation Capabilities Image Colour Analysis Image Recognition Image Texture Interdatabase Evaluation Luminance Channel Publicly Available Database Spatial And Pictorial Database Spoofing Attack Texture Analyse Visual Database
Content Type	Text
Resource Type	Article
Subject	Signal Processing Computer Vision and Pattern Recognition Software

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