xView2
PulseAugur coverage of xView2 — every cluster mentioning xView2 across labs, papers, and developer communities, ranked by signal.
-
New graph attention model improves disaster damage classification
Researchers have developed a novel graph attention model to improve building damage classification by incorporating spatial context, particularly useful for disaster scenarios. The model, named Kernel-Regularized Graph …
-
AI research explores dual-domain features for disaster assessment
A new research paper explores the use of both spatial and frequency domain features for disaster assessment using satellite imagery. The study, which utilized an EfficientNet-B0 backbone and the xView2 dataset, found th…
-
Noise2Map diffusion model achieves top ranks in semantic segmentation and change detection
Researchers have introduced Noise2Map, a novel diffusion-based framework designed for semantic segmentation and change detection in remote sensing imagery. This model repurposes the denoising process inherent in diffusi…