10 citations · 12 across the 5 of their papers we have counts for
3 papers · 1 filter
VLM2GeoVec: Toward Universal Multimodal Embeddings for Remote Sensing
Emanuel Sánchez Aimar, Gulnaz Zhambulova, Fahad Shahbaz Khan +2
Satellite imagery differs from natural images in viewpoint, resolution, scale variation, and the prevalence of small objects -- demanding both region-level spatial reasoning and ho…
Comparing Next-Day Wildfire Predictability of MODIS and VIIRS Satellite Data
Justus Karlsson, Yonghao Xu, Amanda Berg +1
Multiple studies have performed next-day fire prediction using satellite imagery. Two main satellites are used to detect wildfires: MODIS and VIIRS. Both satellites provide fire ma…
On the Adversarial Vulnerabilities of Transfer Learning in Remote Sensing
Tao Bai, Xingjian Tian, Yonghao Xu +1
The use of pretrained models from general computer vision tasks is widespread in remote sensing, significantly reducing training costs and improving performance. However, this prac…