FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation

Fuqin Deng,Hua Feng,Mingjian Liang,Hongmin Wang,Yong Yang,Yuan Gao,Junfeng Chen,Junjie Hu,Xiyue Guo,Tin Lun Lam,Fuqin Deng,Hua Feng,Mingjian Liang,Hongmin Wang,Yong Yang,Yuan Gao,Junfeng Chen,Junjie Hu,Xiyue Guo,Tin Lun Lam

The RGB-Thermal (RGB-T) information for semantic segmentation has been extensively explored in recent years. However, most existing RGB-T semantic segmentation usually compromises spatial resolution to achieve real-time inference speed, which leads to poor performance. To better extract detail spatial information, we propose a two-stage Feature-Enhanced Attention Network (FEANet) for the RGB-T sem...