#earth observation
topicearth observation
3 papers · 1 filter
cs.CV2026
OVEarth-Bench: Evaluating Category Breadth and Query Diversity for Open-Vocabulary Earth Observation
Kaiyu Li, Zepeng Xin, Zixuan Jiang +4
The paper presents OVEarth-Bench, a new benchmark for open-vocabulary Earth observation that evaluates models on a wide hierarchical set of categories and diverse query types, supp…
cs.CV2026
From Surface Forecasting to Observability Forecasting: A Latent World Model for Cloud-Aware EO Monitoring
Mohanad Albughdadi
The paper introduces a latent world model (LeWorldModel) that predicts whether upcoming satellite images will be cloud‑free and usable, using recent multispectral data and weather…
cs.CV2026
Uncertainty Quantification for EO Regression Tasks: Building Height, Tree Canopy Height and Above-ground Biomass Estimation
Ritu Yadav, Andrea Nascetti, Yifang Ban
The paper proposes two deep learning methods to estimate per‑pixel uncertainty for Earth observation regression tasks such as building height, canopy height, and above‑ground bioma…