FPS-U2Net: Combining U2Net and multi-level aggregation architecture for fire point segmentation in remote sensing images

Wei Fang, Yuxiang Fu, Victor S. Sheng

Abstract: Highlights•First application of SOD in fire point segmentation of satellite RS images.•Combining U2Net and Multi-level Aggregation Architecture for forest fire detection.•Building a Landsat8 RS image fire point segmentation dataset.•FPS-U2Net achieves SOTA performance on three forest fire detection datasets.