FsaNet: Frequency Self-attention for Semantic Segmentation

Fengyu Zhang, Ashkan Panahi, Guangjun Gao

Considering the spectral properties of images, we propose a new self-attention mechanism with highly reduced computational complexity, up to a linear rate. To better preserve edges…