Fanglei Xue

2 accepted papers

2022

TransMatting: Enhancing Transparent Objects Matting with Transformers

Huanqia Cai, Fanglei Xue, Lele Xu, Lili Guo

ECCV 2022poster

"Image matting refers to predicting the alpha values of unknown foreground areas from natural images. Prior methods have focused on propagating alpha values from known to unknown regions. However, not all natural images have a specifically known foreground. Images of transparent objects, like glass,…

Cited by 29 Source ↗PDF ↗code ↗Scholar ↗

2021

TransFER: Learning Relation-Aware Facial Expression Representations With Transformers

Fanglei Xue, Qiangchang Wang, Guodong Guo

ICCV 2021poster

Facial expression recognition (FER) has received increasing interest in computer vision. We propose the TransFER model which can learn rich relation-aware local representations. It mainly consists of three components: Multi-Attention Dropping (MAD), ViT-FER, and Multi-head Self-Attention Dropping (M…

Cited by 278 PDF ↗code ↗Scholar ↗