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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
Citation Metrics
Citations
103
Influential Citations
2
Reference Count
161
Citation by Year

Note: The citation metrics presented here have been sourced from Semantic Scholar and OpenAlex.

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