logo
Loading...
Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets
Computer ScienceInformation

Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets

T. Kopalidis, V. Solachidis, et al.

This survey unpacks deep Facial Expression Recognition (FER), tracing method and dataset evolution while tackling overfitting and expression-unrelated variations such as illumination, pose, and identity bias. It reviews preprocessing, feature extraction, static and dynamic deep models, benchmarks, and future directions. Research conducted by Thomas Kopalidis, Vassilios Solachidis, Nicholas Vretos, and Petros Daras.... show more
GeneralSummaryMetrics
Introduction
Literature Review
Methodology
Key Findings
Discussion
Conclusion
Limitations
Related Publications

Explore these studies to deepen your understanding

Adjacent work that informs or extends this paper's methodology and findings.

Automating the analysis of facial emotion expression dynamics: A computational framework and application in psychotic disorders
Psychology

Automating the analysis of facial emotion expression dynamics: A computational framework and application in psychotic disorders

N. T. Hall, M. N. Hallquist, et al.

A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
Computer Science

A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery

Y. Zhang, X. Chen, et al.

Frequency of depression and correlates among Chinese children and adolescents living in poor areas under the background of targeted poverty alleviation: results of a survey in Weining county
Psychology

Frequency of depression and correlates among Chinese children and adolescents living in poor areas under the background of targeted poverty alleviation: results of a survey in Weining county

X. Chen, X. Yuan, et al.

Demographic and prosocial intrapersonal characteristics of biobank participants and refusers: the findings of a survey in the Netherlands
Medicine and Health

Demographic and prosocial intrapersonal characteristics of biobank participants and refusers: the findings of a survey in the Netherlands

R. Broekstra, J. Aris-meijer, et al.

Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 22+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny
    Advances in Facial Expression Recognition: A Survey of | ResearchBunny