Fields of expertise
- Machine learning, deep learning
- Image processing
- Open the black box: interpretable deep learning and uncertainties in environmental modeling
- Digital wildlife conservation: using imaging to automatize censuses and conservation efforts
|Lobry, S., Marcos, D., Murray, J., Tuia, D.
IEEE Transactions on Geoscience and Remote Sensing
|RSVQA: visual question answering for remote sensing data|
|Kellenberger, B., Marcos, D., Tuia, D.
Remote Sensing of Environment
|Detecting mammals in UAV images: Best practices to address a substantially imbalanced dataset with deep learning|
|Zhu, X.X., Tuia, D., Mou, L., Xia, G., Zhang, L., Xu, F. Fraundorfer, F.
IEEE Geoscience and Remote Sensing Magazine
|Deep learning in remote sensing: A comprehensive review and list of resources|
Teaching & PhD
Environmental Sciences and Engineering
Doctoral Program in Civil and Environmental Engineering
Doctoral program in computer and communication sciences