1 citations · 1 across the 6 of their papers we have counts for
4 papers · 1 filter
Behavioural self-monitoring for autonomous earth observation agents: The attribute reliability monitor (ARM)
Alejandro D. Mousist
Language and vision language models can support autonomous systems, but changing operating conditions may compromise the reliability of their semantic outputs. This work introduces…
WISE: A Lightweight, Weakly-Supervised Model for Onboard Fire Smoke Detection and Localization
Sha Lu, Yu Sun, Liang Zhao +6
Wildfire smoke detection from satellite imagery is critical for early warning and rapid response. For onboard satellite deployment, detection systems must operate under strict memo…
Adaptive Band Selection for Hyperspectral Classification with Spatially Disjoint Evaluation
Ikram El-Hajri, Ouassim Karrakchou, Alejandro Mousist
Hyperspectral band selection methods based on differentiable selectors can be sensitive to initialization and to extracting a final discrete subset, while prescribed band counts li…
Beyond detection: cooperative multi-agent reasoning for rapid onboard EO crisis response
Alejandro D. Mousist, Pedro Delgado de Robles Martín, Raquel Lladró Climent +1
Rapid identification of hazardous events is essential for next-generation Earth Observation (EO) missions supporting disaster response. However, current monitoring pipelines remain…