Facial Expression Recognition (FER) using ML-HDG

Facial Expression Recognition with Machine Learning Using HDG descriptor applied in CK+ Dataset.

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Farid AYECHE (2026). Facial Expression Recognition (FER) using ML-HDG (https://www.mathworks.com/matlabcentral/fileexchange/166321-facial-expression-recognition-fer-using-ml-hdg), MATLAB Central File Exchange. Retrieved .

Ayeche F, Alti A. Local directional gradients extension for recognising face and facial expressions. Int J Intell Syst Technol Appl. 2022;20(6):487–509. DOI: https://doi.org/10.1504/ijista.2022.128525

Ayeche, Farid & Adel, Alti. (2021). HDG and HDGG:an extensible feature extraction descriptor for effective face and facial expressions recognition. Pattern Analysis and Applications. 24. 10.1007/s10044-021-00972-2.

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General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
1.0.0

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