evelynfan / awesome-fer Goto Github PK

Hello, this is a really helpful repo.
I found a link that is not working in:
FER Datasets
Facial Expression Research Group Database (FERG-DB)
The page opens and says "That page can't be found."

Hello, since I started to do facial expression recognition, I would like to consult what you think is a good solution for facial expression recognition and what good papers do you recommend, thank you!

A paper titled "Facial Micro-Expression Spotting and Recognition using Time Contrasted Feature with Visual Memory" has to be added in the repository. It has been accepted in ICASSP19 . The doi for the same is 10.1109/ICASSP.2019.8683737

Face2Exp: Combating Data Biases for Facial Expression Recognition

Code link of "Adversarial Graph Representation Adaptation for Cross-Domain Facial Expression Recognition" (ACM MM 2020):
https://github.com/HCPLab-SYSU/CD-FER-Benchmark

Github Link: https://github.com/putao537/AUE-CRL

I think it is somewhat messy in the awesome list, like synthesis and recognition. Maybe I can pull a request :)

I have a great interest in emotion recognition. But I have questions on 10-fold subject-independent cross validation.
How do you conduct the 10-fold subject-independent cross validation on CK+ database? Do you divide 118 persons into 10 fold and take turns to use 106 persons' expressions as training set, the rest 12 persons' expressions as testing set? Do you save the best test accuracy in each fold and average them as the final result?

你是如何在CK+数据库上进行10折交叉验证实验的呢？你是把118个人平均分为10份，每次轮流取106个人的全部表情作为训练集，剩下12个人的全部表情作为测试集吗？你最后的准确率是怎么计算的呢？是取每一折的收敛时候的准确率来计算，还是取最好的准确率来计算最后的平均准确率呢？

the link to "G2-VER: Geometry Guided Model Ensemble for Video-based Facial Expression Recognition" is broken

This dataset from UW might be helpful to some.

Cheers. 🥂

1. https://openaccess.thecvf.com/content/ICCV2021/html/Xue_TransFER_Learning_Relation-Aware_Facial_Expression_Representations_With_Transformers_ICCV_2021_paper.html

2. https://arxiv.org/abs/2108.08504

Siqueira, Henrique, Sven Magg, and Stefan Wermter. "Efficient facial feature learning with wide ensemble-based convolutional neural networks." AAAI (2020).

twice for paper "Geometry Guided Adversarial Facial Expression Synthesis"
you can delete one

I want to know what's the meaning fo symbol 💫, which looks cute. Dose it mean the artical is novel?

A comprehensive survey on automatic facial action unit analysis[https://link.springer.com/article/10.1007%2Fs00371-019-01707-5]