Daun Kim

2papers

2 Papers

CVMar 24, 2022
Facial Expression Recognition based on Multi-head Cross Attention Network

Jae-Yeop Jeong, Yeong-Gi Hong, Daun Kim et al.

Facial expression in-the-wild is essential for various interactive computing domains. In this paper, we proposed an extended version of DAN model to address the VA estimation and facial expression challenges introduced in ABAW 2022. Our method produced preliminary results of 0.44 of mean CCC value for the VA estimation task, and 0.33 of the average F1 score for the expression classification task.

CVMar 16, 2023
Human Reaction Intensity Estimation with Ensemble of Multi-task Networks

JiYeon Oh, Daun Kim, Jae-Yeop Jeong et al.

Facial expression in-the-wild is essential for various interactive computing domains. Especially, "Emotional Reaction Intensity" (ERI) is an important topic in the facial expression recognition task. In this paper, we propose a multi-emotional task learning-based approach and present preliminary results for the ERI challenge introduced in the 5th affective behavior analysis in-the-wild (ABAW) competition. Our method achieved the mean PCC score of 0.3254.