activity
20232026
most citedFLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2

10 citations · 21 across the 10 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

cs.CV2024★ 3 cited

Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks

Dimitrios Michail, Lefki-Ioanna Panagiotou, Charalampos Davalas +4

With climate change expected to exacerbate fire weather conditions, the accurate anticipation of wildfires on a global scale becomes increasingly crucial for disaster mitigation. I…

cs.CV2024★ 1 cited

Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment

Angelos Zavras, Dimitrios Michail, Begüm Demir +1

Deep Learning (DL) is undergoing a paradigm shift with the emergence of foundation models. In this work, we focus on Contrastive Language-Image Pre-training (CLIP), a Vision-Langua…