Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery

arXiv:2404.09179v1 Announce Type: new
Abstract: The rapid advancement of automated artificial intelligence algorithms and remote sensing instruments has benefited change detection (CD) tasks. However, there is still a lot of space to study for precise detection, especially the edge integrity and internal holes phenomenon of change features. In order to solve these problems, we design the Change Guiding Network (CGNet), to tackle the insufficient expression problem of change features in the conventional U-Net structure adopted in previous methods, which causes …

arxiv change cs.cv detection eess.iv guide network prior sensing type