A Survey of Automatic Facial Micro-Expression Analysis: Databases, Methods, and Challenges

Article Properties
Cite
Oh, Yee-Hui, et al. “A Survey of Automatic Facial Micro-Expression Analysis: Databases, Methods, and Challenges”. Frontiers in Psychology, vol. 9, 2018, https://doi.org/10.3389/fpsyg.2018.01128.
Oh, Y.-H., See, J., Le Ngo, A. C., Phan, R. C. .-W., & Baskaran, V. M. (2018). A Survey of Automatic Facial Micro-Expression Analysis: Databases, Methods, and Challenges. Frontiers in Psychology, 9. https://doi.org/10.3389/fpsyg.2018.01128
Oh, Yee-Hui, John See, Anh Cat Le Ngo, Raphael C. -W. Phan, and Vishnu M. Baskaran. “A Survey of Automatic Facial Micro-Expression Analysis: Databases, Methods, and Challenges”. Frontiers in Psychology 9 (2018). https://doi.org/10.3389/fpsyg.2018.01128.
Oh YH, See J, Le Ngo AC, Phan RCW, Baskaran VM. A Survey of Automatic Facial Micro-Expression Analysis: Databases, Methods, and Challenges. Frontiers in Psychology. 2018;9.
Journal Categories
Medicine
Internal medicine
Neurosciences
Biological psychiatry
Neuropsychiatry
Neurology
Diseases of the nervous system
Psychiatry
Philosophy
Psychology
Religion
Psychology
Refrences
Title Journal Journal Categories Citations Publication Date
Hybrid Facial Regions Extraction for Micro-expression Recognition System Journal of Signal Processing Systems
  • Science: Science (General): Cybernetics: Information theory
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
 23 2018
Coupled source domain targetized with updating tag vectors for micro-expression recognition Multimedia Tools and Applications
  • Science: Science (General): Cybernetics: Information theory
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 15 2018
Learning effective binary descriptors for micro-expression recognition transferred by macro-information Pattern Recognition Letters
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
 31 2017
Effective recognition of facial micro-expressions with video motion magnification Multimedia Tools and Applications
  • Science: Science (General): Cybernetics: Information theory
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 48 2017
Multi-task mid-level feature learning for micro-expression recognition Pattern Recognition
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
 31 2017
Citations
Title Journal Journal Categories Citations Publication Date
SFAMNet: A scene flow attention-based micro-expression network Neurocomputing
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 2024
Data Leakage and Evaluation Issues in Micro-Expression Analysis IEEE Transactions on Affective Computing 2024
A review of micro-expression spotting: methods and challenges Multimedia Systems
  • Science: Science (General): Cybernetics: Information theory
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 1 2023
Micro-expressions: a survey Multimedia Tools and Applications
  • Science: Science (General): Cybernetics: Information theory
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 2023
A Survey of Micro-expression Recognition Methods Based on LBP, Optical Flow and Deep Learning Neural Processing Letters
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 1 2023
Citations Analysis
Category Category Repetition
Science: Mathematics: Instruments and machines: Electronic computers. Computer science33
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics23
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks22
Technology: Mechanical engineering and machinery16
Science: Science (General): Cybernetics: Information theory13
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software12
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware11
Technology: Engineering (General). Civil engineering (General)11
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication8
Technology: Electrical engineering. Electronics. Nuclear engineering5
Science: Chemistry4
Technology: Chemical technology4
Philosophy. Psychology. Religion: Psychology4
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry4
Medicine: Medicine (General): Computer applications to medicine. Medical informatics4
Technology: Photography4
Science: Physics3
Medicine: Medicine (General)3
Science: Mathematics2
Science: Biology (General)2
Science: Chemistry: General. Including alchemy2
Technology: Technology (General): Industrial engineering. Management engineering2
Technology: Electrical engineering. Electronics. Nuclear engineering: Materials of engineering and construction. Mechanics of materials2
Science: Chemistry: Analytical chemistry2
Science: Mathematics: Instruments and machines2
Science: Science (General)2
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry2
Science: Physics: Optics. Light2
Medicine1
Science1
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system1
Medicine: Public aspects of medicine1
Medicine: Medicine (General): Medical technology1
Science: Biology (General): Genetics1
Medicine: Otorhinolaryngology1
Technology: Technology (General): Industrial engineering. Management engineering: Information technology1
The category Science: Mathematics: Instruments and machines: Electronic computers. Computer science 33 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled SMEConvNet: A Convolutional Neural Network for Spotting Spontaneous Facial Micro-Expression From Long Videos and was published in 2018. The most recent citation comes from a 2024 study titled SFAMNet: A scene flow attention-based micro-expression network. This article reached its peak citation in 2022, with 20 citations. It has been cited in 38 different journals, 34% of which are open access. Among related journals, the Neurocomputing cited this research the most, with 6 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year