Mitigating Class Imbalance for Facial Expression Recognition Using SMOTE on Deep Features

Author:

Nourivandi Tara1,Hinduja Saurabh2,Srivastava Shivam1,Cohn Jeffrey F.2,Canavan Shaun1

Affiliation:

1. University of South Florida,Department of Computer Science and Engineering,Tampa,USA

2. University of Pittsburgh,Department of Psychology,Pittsburgh,USA

Publisher

IEEE

Reference25 articles.

1. Learning to amend facial expression representation via de-albino and affinity,2021

2. Openface: A general-purpose face recognition library with mobile applications;Amos;CMU School of Computer Science,2016

3. SMOTE: Synthetic Minority Over-sampling Technique

4. DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data

5. Constants across cultures in the face and emotion.

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