LRNet: Change detection of high-resolution remote sensing imagery via strategy of localization-then-refinement

arXiv:2404.04884v1 Announce Type: new
Abstract: Change detection, as a research hotspot in the field of remote sensing, has witnessed continuous development and progress. However, the discrimination of boundary details remains a significant bottleneck due to the complexity of surrounding elements between change areas and backgrounds. Discriminating the boundaries of large change areas results in misalignment, while connecting boundaries occurs for small change targets. To address the above issues, a novel network based on the localization-then-refinement strategy is proposed in this …

abstract arxiv change complexity continuous continuous development cs.cv detection development discrimination however localization progress research resolution sensing strategy type via