164 citations · 423 across the 10 of their papers we have counts for
10 papers
Joint Face Completion and Super-resolution using Multi-scale Feature Relation Learning
Zhilei Liu, Yunpeng Wu, Le Li +2
Previous research on face restoration often focused on repairing a specific type of low-quality facial images such as low-resolution (LR) or occluded facial images. However, in the…
Controllable Descendant Face Synthesis
Yong Zhang, Le Li, Zhilei Liu +3
Kinship face synthesis is an interesting topic raised to answer questions like "what will your future children look like?". Published approaches to this topic are limited. Most of…
Facial Expression Restoration Based on Improved Graph Convolutional Networks
Zhilei Liu, Le Li, Yunpeng Wu +1
Facial expression analysis in the wild is challenging when the facial image is with low resolution or partial occlusion. Considering the correlations among different facial local r…
Relation Modeling with Graph Convolutional Networks for Facial Action Unit Detection
Zhilei Liu, Jiahui Dong, Cuicui Zhang +2
Most existing AU detection works considering AU relationships are relying on probabilistic graphical models with manually extracted features. This paper proposes an end-to-end deep…
Region Based Adversarial Synthesis of Facial Action Units
Zhilei Liu, Diyi Liu, Yunpeng Wu
Facial expression synthesis or editing has recently received increasing attention in the field of affective computing and facial expression modeling. However, most existing facial…
Facial Action Unit Detection Using Attention and Relation Learning
Zhiwen Shao, Zhilei Liu, Jianfei Cai +2
Attention mechanism has recently attracted increasing attentions in the field of facial action unit (AU) detection. By finding the region of interest of each AU with the attention…
Speech Emotion Recognition Considering Local Dynamic Features
Haotian Guan, Zhilei Liu, Longbiao Wang +2
Recently, increasing attention has been directed to the study of the speech emotion recognition, in which global acoustic features of an utterance are mostly used to eliminate the…
Conditional Adversarial Synthesis of 3D Facial Action Units
Zhilei Liu, Guoxian Song, Jianfei Cai +2
Employing deep learning-based approaches for fine-grained facial expression analysis, such as those involving the estimation of Action Unit (AU) intensities, is difficult due to th…
Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment
Zhiwen Shao, Zhilei Liu, Jianfei Cai +1
Facial action unit (AU) detection and face alignment are two highly correlated tasks since facial landmarks can provide precise AU locations to facilitate the extraction of meaning…
Updating the silent speech challenge benchmark with deep learning
Yan Ji, Licheng Liu, Hongcui Wang +3
The 2010 Silent Speech Challenge benchmark is updated with new results obtained in a Deep Learning strategy, using the same input features and decoding strategy as in the original…