17 papers · 1 filter
CanadaFireSat: Toward high-resolution wildfire forecasting with multiple modalities
Hugo Porta, Emanuele Dalsasso, Jessica L. McCarty +1
Canada experienced in 2023 one of the most severe wildfire seasons in recent history, causing damage across ecosystems, destroying communities, and emitting large quantities of CO2…
NEST3D: A High-Resolution Multimodal Dataset of Sociable Weaver Tree Nests
Constanza A. Molina Catricheo, Simon Boeder, Ting-Jia Guo +6
Sociable weaver nests function as complex ecological structures offering thermoregulatory microhabitats and sustaining diverse species; however, datasets used in prior studies lack…
Knowledge-aware Visual Question Generation for Remote Sensing Images
Siran Li, Li Mi, Javiera Castillo-Navarro +1
With the rapid development of remote sensing image archives, asking questions about images has become an effective way of gathering specific information or performing image retriev…
Questions beyond Pixels: Integrating Commonsense Knowledge in Visual Question Generation for Remote Sensing
Siran Li, Li Mi, Javiera Castillo-Navarro +1
With the rapid development of remote sensing image archives, asking questions about images has become an effective way of gathering specific information or performing semantic imag…
An Efficient and Effective Encoder Model for Vision and Language Tasks in the Remote Sensing Domain
João Daniel Silva, Joao Magalhaes, Devis Tuia +1
The remote sensing community has recently seen the emergence of methods based on Large Vision and Language Models (LVLMs) that can address multiple tasks at the intersection of com…
The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs
Jonathan Sauder, Viktor Domazetoski, Guilhem Banc-Prandi +3
Coral reefs are declining worldwide due to climate change and local stressors. To inform effective conservation or restoration, monitoring at the highest possible spatial and tempo…