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App. Res. of Comp. Printed Article
Vol. 37, 2020 No. 9
2579-2585

Survey on face anti-spoofing in face recognition

Deng Xiong1a,1b
Wang Hongchun1a,1b
Zhao Lijun1b,2
Wu Zhiyou1a,1b
Pi Jiatian1b,1c
1. a. School of Mathematical Sciences, b. Key Laboratory of Intelligent Finance & Large Data Analysis in Chongqing, c. College of Computer & Information Science, Chongqing Normal University, Chongqing 401331, China
2. Mashang Consumer Finance Co. , Ltd. , Chongqing 401331, China
DOI: 10.19734/j.issn.1001-3695.2019.03.0106

Abstract

Face recognition has a wide range of applications, but it is vulnerable to spoofing attacks that affect security. How to design a method with high detection accuracy, strong generalization ability, and satisfying real-time requirements is the focus of current research. This paper divided the existing methods of face anti-spoofing into methods based on hand-crafted descriptor, deep learning and fusion strategy, and introduced the basic ideas, implementation steps and advantages and disadvantages of typical algorithms. Finally, it collated and explained the published databases of face anti-spoofing, summarized the development trend of face anti-spoofing and the problems that still further needed to be solved, which could provide reference for the future research of face anti-spoofing.

Foundation Support

重庆市基础研究与前沿探索项目(cstc2018jcyjAX0470)
重庆市教委科技项目青年项目(KJQN201800521)
重庆师范大学人才引进项目(17XLB021)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2019.03.0106
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 9
Section: Survey
Pages: 2579-2585
Serial Number: 1001-3695(2020)09-003-2579-07

Publish History

[2020-09-05] Printed Article

Cite This Article

邓雄, 王洪春, 赵立军, 等. 人脸识别活体检测研究方法综述 [J]. 计算机应用研究, 2020, 37 (9): 2579-2585. (Deng Xiong, Wang Hongchun, Zhao Lijun, et al. Survey on face anti-spoofing in face recognition [J]. Application Research of Computers, 2020, 37 (9): 2579-2585. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.

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