Devis Tuia

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Gustau Camps-VallsProfessor. Fellow IEEE/ELLIS/ESF/EurASC/AE. Image Processing Lab (IPL). Universitat de ValènciaDirección de correo verificada de uv.es
Michele VolpiLead Data Scientist at Swiss Data Science Center, ETH ZurichDirección de correo verificada de sdsc.ethz.ch
Diego MarcosJunior Professor at Inria, MontpellierDirección de correo verificada de inria.fr
Rémi FlamaryCMAP, École Polytechnique, Institut Polytechnique de ParisDirección de correo verificada de polytechnique.edu
Nicolas CourtyFull Professor, Université Bretagne Sud, laboratoire IRISADirección de correo verificada de univ-ubs.fr
Fabio PacificiMaxar TechnologiesDirección de correo verificada de maxar.com
Giona MatasciJumioDirección de correo verificada de jumio.com
Jordi Muñoz-MaríProfessor. Electronic Engineering Department, University of ValenciaDirección de correo verificada de uv.es
William EmeryProfessor of Aerospace Engineering Sciences, University of ColoradoDirección de correo verificada de colorado.edu
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoDirección de correo verificada de ing.unitn.it
Alain RakotomamonjyCriteo AI Lab (on secondment from Université de Rouen)Dirección de correo verificada de insa-rouen.fr
Jesus MaloProfessor of Vision Science, Universitat de ValenciaDirección de correo verificada de uv.es
Bertrand Le SauxESA / ESRIN Φ-labDirección de correo verificada de ieee.org
Jean-Philippe ThiranEcole Polytechnique Fédérale de Lausanne (EPFL)Dirección de correo verificada de epfl.ch
Frank de MorsierEcole Polytechnique Fédérale de LausanneDirección de correo verificada de epfl.ch
Alexei PozdnoukhovAssistant Professor, UC BerkeleyDirección de correo verificada de berkeley.edu
Stéphane JoostLGB (EPFL) & GIRAPH (UEP, HUG) ||| ECONOGENE | GLOBALDIV | GENOMIC-RESOURCES | NEXTGEN | IMAGEDirección de correo verificada de epfl.ch
Jocelyn ChanussotGrenoble Institute of TechnologyDirección de correo verificada de gipsa-lab.grenoble-inp.fr
Francesca BovoloTrento-Fondazione Bruno Kessler (FBK)Dirección de correo verificada de fbk.eu
Edoardo PasolliDepartment of Agricultural Sciences, University of Naples Federico IIDirección de correo verificada de unina.it

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Devis Tuia

Ecole Polytechnique Fédérale de Lausanne (EPFL)

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machine learning remote sensing spatial analysis


Título Ordenar por citas Ordenar por año Ordenar por 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	2240	2017
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	720	2013
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	618	2018
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	564	2011
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	562	2009
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	496	2016
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	398	2016
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	354	2018
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	340	2015
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	290	2013
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	274	2011
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	238	2017
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	238	2010
Remote sensing image processing G Camps-Valls, D Tuia, L Gómez-Chova, S Jiménez, J Malo Synthesis Lectures on Image, Video, and Multimedia Processing 5 (1), 1-192, 2011	228	2011
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	227	2018
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	221	2015
Classification of very high spatial resolution imagery using mathematical morphology and support vector machines D Tuia, F Pacifici, M Kanevski, WJ Emery IEEE transactions on geoscience and remote sensing 47 (11), 3866-3879, 2009	221	2009
Using active learning to adapt remote sensing image classifiers D Tuia, E Pasolli, WJ Emery Remote Sensing of Environment 115 (9), 2232-2242, 2011	220	2011
Domain adaptation with regularized optimal transport N Courty, R Flamary, D Tuia Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014	194	2014
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	193	2018

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