Challenges and Promises to Inferring Emotion From Images and Video


Challenges in Recognizing Spontaneous and Intentionally Expressed Reactions to Positive and Negative Images
Jennifer Healey,
Haoliang Wang,
Niyati Chhaya
[pdf]
[bibtex]
@InProceedings{Healey_2020_CVPR_Workshops,
author = {Healey, Jennifer and Wang, Haoliang and Chhaya, Niyati},
title = {Challenges in Recognizing Spontaneous and Intentionally Expressed Reactions to Positive and Negative Images},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Discriminant Distribution-Agnostic Loss for Facial Expression Recognition in the Wild
Amir Hossein Farzaneh,
Xiaojun Qi
[pdf]
[bibtex]
@InProceedings{Farzaneh_2020_CVPR_Workshops,
author = {Farzaneh, Amir Hossein and Qi, Xiaojun},
title = {Discriminant Distribution-Agnostic Loss for Facial Expression Recognition in the Wild},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Predicting Sentiments in Image Advertisements Using Semantic Relations Among Sentiment Labels
Stephen Pilli,
Manasi Patwardhan,
Niranjan Pedanekar,
Shirish Karande
[pdf]
[bibtex]
@InProceedings{Pilli_2020_CVPR_Workshops,
author = {Pilli, Stephen and Patwardhan, Manasi and Pedanekar, Niranjan and Karande, Shirish},
title = {Predicting Sentiments in Image Advertisements Using Semantic Relations Among Sentiment Labels},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Facial Action Unit Recognition in the Wild With Multi-Task CNN Self-Training for the EmotioNet Challenge
Philipp Werner,
Frerk Saxen,
Ayoub Al-Hamadi
[pdf]
[bibtex]
@InProceedings{Werner_2020_CVPR_Workshops,
author = {Werner, Philipp and Saxen, Frerk and Al-Hamadi, Ayoub},
title = {Facial Action Unit Recognition in the Wild With Multi-Task CNN Self-Training for the EmotioNet Challenge},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

TAL EmotioNet Challenge 2020 Rethinking the Model Chosen Problem in Multi-Task Learning
Pengcheng Wang,
Zihao Wang,
Zhilong Ji,
Xiao Liu,
Songfan Yang,
Zhongqin Wu
[pdf]
[bibtex]
@InProceedings{Wang_2020_CVPR_Workshops,
author = {Wang, Pengcheng and Wang, Zihao and Ji, Zhilong and Liu, Xiao and Yang, Songfan and Wu, Zhongqin},
title = {TAL EmotioNet Challenge 2020 Rethinking the Model Chosen Problem in Multi-Task Learning},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Multiple Transfer Learning and Multi-Label Balanced Training Strategies for Facial AU Detection in the Wild
Sijie Ji,
Kai Wang,
Xiaojiang Peng,
Jianfei Yang,
Zhaoyang Zeng,
Yu Qiao
[pdf]
[bibtex]
@InProceedings{Ji_2020_CVPR_Workshops,
author = {Ji, Sijie and Wang, Kai and Peng, Xiaojiang and Yang, Jianfei and Zeng, Zhaoyang and Qiao, Yu},
title = {Multiple Transfer Learning and Multi-Label Balanced Training Strategies for Facial AU Detection in the Wild},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}