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App. Res. of Comp. Printed Article
Vol. 39, 2022 No. 7
1921-1932

Review on automatic analysis methods of micro-expression

Zhou Weihang1a,1b,1c
Xiao Zhengqing1d
Qian Yurong1a,1b,1c
Ma Yumin1a,1b,1c
Gong Weijun1a,1b,1c
Palladium Turson2
1. a. Software College, b. Key Laboratory of Software Engineering, c. Key Laboratory of Signal Detection & Processing in Xinjiang Uygur Auto-nomous Region, d. Mathematics & Systems Science College, Xinjiang University, Urumqi 830046, China
2. Xinjiang Normal University, Urumqi 830000, China
DOI: 10.19734/j.issn.1001-3695.2021.10.0643

Abstract

Micro-expression automatic analysis method is one of the research directions of computer vision. Micro-expression analysis technology has important research and application value in criminal investigation, clinical medicine, business negotiation, public security and other scenarios. In order to sort out the research status and development direction in the field of automatic micro-expression analysis, this paper sorted out the commonly used micro-expression datasets and data preprocessing methods. Based on micro-expression features, various algorithms, this paper comprehensively sorted and compared experimental methods and verification indicators for micro-expression spotting and recognition tasks. It can help researchers more quickly and comprehensively understand the current research status, existing problems and future development directions in this field.

Foundation Support

国家自然科学基金资助项目(61966035)
国家自然科学基金联合基金重点项目(U1803261)
新疆科技厅国际合作项目(2020E01023)
新疆第三次科考项目(2021xjkk1404)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.10.0643
Publish at: Application Research of Computers Printed Article, Vol. 39, 2022 No. 7
Section: Survey
Pages: 1921-1932
Serial Number: 1001-3695(2022)07-001-1921-12

Publish History

[2022-02-15] Accepted Paper
[2022-07-05] Printed Article

Cite This Article

周伟航, 肖正清, 钱育蓉, 等. 微表情自动分析方法研究综述 [J]. 计算机应用研究, 2022, 39 (7): 1921-1932. (Zhou Weihang, Xiao Zhengqing, Qian Yurong, et al. Review on automatic analysis methods of micro-expression [J]. Application Research of Computers, 2022, 39 (7): 1921-1932. )

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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