Text-based-dataset-with-comprehensive-facial-expression-sentence

This repository provides Text-based dataset with comprehensive facial expression sentence using CK+, DISFA+, and MMI datasets used in paper Face Tells Detailed Expression: Generating Comprehensive Facial Expression Sentence through Facial Action Units

Recent Updates

• The implementation of this paper is now under construction.

Text-based dataset generation model

Facial image dataset download

You firstly need to download facial image datasets from the original database download pages:

• CK+ database
• DISFA+ database
• MMI database

Text-based dataset download

Text-based dataset with comprehensive facial expression sentence with instruction for using these dataset along with downloaded facial image datasets is included below:

• CK+
• DISFA+
• MMI

Reference

• Extended Cohn–Kande Dataset (CK+): a complete facial expression dataset for action unit and emotion-specified expression
• Extended DISFA Dataset: Investigating Posed and Spontaneous Facial Expressions
• Web-based database for facial expression analysis

Citation

Please cite the following paper if you have use this code:

@inproceedings{hong2020face,
  title={Face Tells Detailed Expression: Generating Comprehensive Facial Expression Sentence Through Facial Action Units},
  author={Hong, Joanna and Lee, Hong Joo and Kim, Yelin and Ro, Yong Man},
  booktitle={International Conference on Multimedia Modeling},
  pages={100--111},
  year={2020},
  organization={Springer}
}