no code implementations • 24 Mar 2022 • Lingfeng Wang, Shisen Wang, Jin Qi
Facial Action Coding System is an important approach of facial expression analysis. This paper describes our submission to the third Affective Behavior Analysis (ABAW) 2022 competition.
no code implementations • 6 Oct 2021 • Xinxu Wei, Xianshi Zhang, Shisen Wang, Yanlin Huang, YongJie Li
In this paper, we propose a Two-Stage Network with Channel Attention (denoted as TSN-CA) to enhance the brightness of the low-light image and restore the enhanced images from various kinds of degradation.
no code implementations • 5 Oct 2021 • Xinxu Wei, Xianshi Zhang, Shisen Wang, Cheng Cheng, Yanlin Huang, KaiFu Yang, YongJie Li
We propose a Degradation-Aware Module (DA Module) which can guide the training process of the decomposer and enable the decomposer to be a restorer during the training phase without additional computational cost in the test phase.
1 code implementation • 9 Jul 2021 • Lingfeng Wang, Shisen Wang, Jin Qi, Kenji Suzuki
To tackle this problem, this paper presents a semi-supervised model with a mean teacher framework to leverage additional unlabeled data.
no code implementations • 30 Jun 2021 • Xinxu Wei, Xianshi Zhang, Shisen Wang, Cheng Cheng, Yanlin Huang, KaiFu Yang, YongJie Li
We propose a Noise and Color Bias Control module (NCBC Module) that contains a convolutional neural network and two loss functions (noise loss and color loss).