How to identify and segment camouflaged objects from the background is challenging. Inspired by the multi-head self-attention in Transformers, we present a simple masked separable attention (MSA) for ...

Abstract: Based on remote-sensing imagery, road extraction has always been a common and challenging task. In this paper, we propose a Bilayer U-Net network based on a Depth-wise Separable ...