Search Results for author: Shisen Wang

Found 5 papers, 1 papers with code

Multi-modal Multi-label Facial Action Unit Detection with Transformer

no code implementations24 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.

Action Unit Detection Facial Action Unit Detection

TSN-CA: A Two-Stage Network with Channel Attention for Low-Light Image Enhancement

no code implementations6 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.

Denoising Low-Light Image Enhancement

DA-DRN: Degradation-Aware Deep Retinex Network for Low-Light Image Enhancement

no code implementations5 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.

Low-Light Image Enhancement

A Multi-task Mean Teacher for Semi-supervised Facial Affective Behavior Analysis

1 code implementation9 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.

BLNet: A Fast Deep Learning Framework for Low-Light Image Enhancement with Noise Removal and Color Restoration

no code implementations30 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).

Low-Light Image Enhancement

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