Publications
2026
| Vito Recchia, Giuseppina Andresini, Annalisa Appice, Dino Ienco, Giuseppe Fiameni, Donato Malerba:
ULISSE: Parameter-efficient adaptation of earth vision models to monitor forest disturbance in sentinel-2 time series. Ecol. Informatics 94: 103668 (2026)
DOI: https://doi.org/10.1016/j.ecoinf.2026.103668 |
2025
| Giuseppina Andresini, Annalisa Appice, Donato Malerba, Vito Recchia:
Deep Change Vector Analysis to Map Bark Beetle Outbreaks in Open Sentinel-2 Data. IJCNN: 1-8 (2025)
DOI: https://doi.org/10.1109/IJCNN64981.2025.11229013 | | Vincenzo Pasquadibisceglie, Vito Recchia, Annalisa Appice, Donato Malerba, Giuseppe Fiameni:
GANDALF: A LLM-based approach to map bark beetle outbreaks in semantic stories of Sentinel-2 images. SAC: 1074-1081 (2025)
DOI: https://doi.org/10.1145/3672608.3707751 |
2024
| Vito Recchia, Giuseppina Andresini, Annalisa Appice, Gianpietro Fontana, Donato Malerba:
An Attention-Based CNN Approach to Detect Forest Tree Dieback Caused by Insect Outbreak in Sentinel-2 Images. DS (2): 183-199 (2024)
DOI: https://doi.org/10.1007/978-3-031-78980-9_12 | | Giuseppina Andresini, Annalisa Appice, Dino Ienco, Vito Recchia:
DIAMANTE: A data-centric semantic segmentation approach to map tree dieback induced by bark beetle infestations via satellite images. J. Intell. Inf. Syst. 62(6): 1531-1558 (2024)
DOI: https://doi.org/10.1007/s10844-024-00877-6 | | Giuseppina Andresini, Annalisa Appice, Dino Ienco, Donato Malerba, Vito Recchia:
Potential of Spectral-Spatial Analysis to Map Forest Tree Dieback Due to Bark Beetle Hotspots in Sentinel-2 Images. IGARSS: 5227-5230 (2024)
DOI: https://doi.org/10.1109/IGARSS53475.2024.10641479 |
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