Seguir
Devis Tuia
Título
Citado por
Citado por
Año
Deep learning in remote sensing: A comprehensive review and list of resources
XX Zhu, D Tuia, L Mou, GS Xia, L Zhang, F Xu, F Fraundorfer
IEEE geoscience and remote sensing magazine 5 (4), 8-36, 2017
28522017
Optimal transport for domain adaptation
N Courty, R Flamary, D Tuia, A Rakotomamonjy
IEEE Transactions on Pattern Analysis and Machine Intelligence 39 (9), 1853-1865, 2017
10802017
Deepglobe 2018: A challenge to parse the earth through satellite images
I Demir, K Koperski, D Lindenbaum, G Pang, J Huang, S Basu, F Hughes, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2018
9142018
Advances in hyperspectral image classification: Earth monitoring with statistical learning methods
G Camps-Valls, D Tuia, L Bruzzone, JA Benediktsson
IEEE signal processing magazine 31 (1), 45-54, 2013
7902013
A survey of active learning algorithms for supervised remote sensing image classification
D Tuia, M Volpi, L Copa, M Kanevski, J Munoz-Mari
IEEE Journal of Selected Topics in Signal Processing 5 (3), 606-617, 2011
6132011
Active learning methods for remote sensing image classification
D Tuia, F Ratle, F Pacifici, MF Kanevski, WJ Emery
IEEE Transactions on Geoscience and Remote Sensing 47 (7), 2218-2232, 2009
5952009
Dense semantic labeling of subdecimeter resolution images with convolutional neural networks
M Volpi, D Tuia
IEEE Transactions on Geoscience and Remote Sensing 55 (2), 881-893, 2016
5572016
Domain adaptation for the classification of remote sensing data: An overview of recent advances
D Tuia, C Persello, L Bruzzone
IEEE geoscience and remote sensing magazine 4 (2), 41-57, 2016
5122016
Deepjdot: Deep joint distribution optimal transport for unsupervised domain adaptation
BB Damodaran, B Kellenberger, R Flamary, D Tuia, N Courty
Proceedings of the European conference on computer vision (ECCV), 447-463, 2018
4902018
Multimodal classification of remote sensing images: A review and future directions
L Gómez-Chova, D Tuia, G Moser, G Camps-Valls
Proceedings of the IEEE 103 (9), 1560-1584, 2015
4192015
Perspectives in machine learning for wildlife conservation
D Tuia, B Kellenberger, S Beery, BR Costelloe, S Zuffi, B Risse, A Mathis, ...
Nature communications 13 (1), 1-15, 2022
3622022
Multioutput support vector regression for remote sensing biophysical parameter estimation
D Tuia, J Verrelst, L Alonso, F Pérez-Cruz, G Camps-Valls
IEEE Geoscience and Remote Sensing Letters 8 (4), 804-808, 2011
3222011
Supervised change detection in VHR images using contextual information and support vector machines
M Volpi, D Tuia, F Bovolo, M Kanevski, L Bruzzone
International Journal of Applied Earth Observation and Geoinformation 20, 77-85, 2013
3192013
Detecting mammals in UAV images: Best practices to address a substantially imbalanced dataset with deep learning
B Kellenberger, D Marcos, D Tuia
Remote sensing of environment 216, 139-153, 2018
3102018
Rotation equivariant vector field networks
D Marcos, M Volpi, N Komodakis, D Tuia
Proceedings of the IEEE International Conference on Computer Vision, 5048-5057, 2017
2972017
Domain adaptation with regularized optimal transport
N Courty, R Flamary, D Tuia
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
2532014
Land cover mapping at very high resolution with rotation equivariant CNNs: Towards small yet accurate models
D Marcos, M Volpi, B Kellenberger, D Tuia
ISPRS journal of photogrammetry and remote sensing 145, 96-107, 2018
2512018
Remote sensing image processing
G Camps-Valls, D Tuia, L Gómez-Chova, S Jiménez, J Malo
Morgan & Claypool Publishers, 2011
2492011
Learning relevant image features with multiple-kernel classification
D Tuia, G Camps-Valls, G Matasci, M Kanevski
IEEE Transactions on Geoscience and Remote Sensing 48 (10), 3780-3791, 2010
2472010
Processing of multiresolution thermal hyperspectral and digital color data: Outcome of the 2014 IEEE GRSS data fusion contest
W Liao, X Huang, F Van Coillie, S Gautama, A Pižurica, W Philips, H Liu, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015
2372015
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20