עקוב אחר
Devis Tuia
Devis Tuia
Ecole Polytechnique Fédérale de Lausanne (EPFL)
כתובת אימייל מאומתת בדומיין epfl.ch - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
31632017
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
11912017
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
10972018
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
8192013
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
6382011
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
6112009
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
5772016
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
5632016
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
5452018
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), 792, 2022‏
5072022
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
4702015
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
3452018
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
3402011
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
3332013
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
3172017
Domain adaptation with regularized optimal transport‏
N Courty, R Flamary, D Tuia‏
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014‏
2772014
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
2682018
Remote sensing image processing‏
G Camps-Valls, D Tuia, L Gómez-Chova, S Jiménez, J Malo‏
Morgan & Claypool Publishers, 2011‏
2532011
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
2492015
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
2482010
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מאמרים 1–20