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Journal Articles
- 2023
[j4]Thomas Di Martino
, Bertrand Le Saux, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin:
Detection of Forest Fires through Deep Unsupervised Learning Modeling of Sentinel-1 Time Series. ISPRS Int. J. Geo Inf. 12(8): 332 (2023)- [j3]Thomas Di Martino, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin:
Grad-SLAM: Explaining Convolutional Autoencoders' Latent Space of Satellite Image Time Series. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j2]Thomas Di Martino, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin Koeniguer:
FARMSAR: Fixing AgRicultural Mislabels Using Sentinel-1 Time Series and AutoencodeRs. Remote. Sens. 15(1): 35 (2023) - 2022
- [j1]Thomas Di Martino, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin Koeniguer:
Beets or Cotton? Blind Extraction of Fine Agricultural Classes Using a Convolutional Autoencoder Applied to Temporal SAR Signatures. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022)
Conference and Workshop Papers
- 2024
- [c4]Thomas Di Martino, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin:
Convolutional Autoencoder Applied to Short SAR Time Series for Under Canopy Object Detection. IGARSS 2024: 2785-2788 - 2023
- [c3]Thomas Di Martino, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin:
Towards the Understanding of the C-Band Temporal Signature of Boreal Forest Through Physiology Parameters Retrieval from Sentinel-1 Time Series and Machine Learning. IGARSS 2023: 5551-5554 - 2021
- [c2]Thomas Di Martino, Maxime Lenormand, Elise Colin Koeniguer:
Multi-Branch Deep Learning Model for Detection of Settlements Without Electricity. IGARSS 2021: 1847-1850 - [c1]Thomas Di Martino, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin Koeniguer:
Convolutional Autoencoder for Unsupervised Representation Learning of PolSAR Time-Series. IGARSS 2021: 3506-3509
Coauthor Index
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