John E. Vargas-Muñoz

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Devis TuiaEcole Polytechnique Fédérale de Lausanne (EPFL)Verified email at epfl.ch
Falcao, A.X.Professor of Computer Science, University of CampinasVerified email at ic.unicamp.br
Shivangi SrivastavaWageningen University and ResearchVerified email at wur.nl
Sylvain LobryAssociate professor, Université Paris CitéVerified email at u-paris.fr
Jefersson A. dos SantosUniversity of Sheffield, UK - School of Computer ScienceVerified email at sheffield.ac.uk
Benjamin KellenbergerUniversity College LondonVerified email at ucl.ac.uk
Rodrigo Caye DaudtSenior Computer Vision Research Engineer at SonyVerified email at sony.com
Konrad SchindlerProfessor of Photogrammetry and Remote Sensing, ETH ZurichVerified email at ethz.ch
Ferda OfliSenior Scientist at Qatar Computing Research Institute (QCRI), Hamad Bin Khalifa University (HBKU)Verified email at hbku.edu.qa
Ananda S. ChowdhuryProfessor, Electronics and Telecommunication Enginering, Jadavpur University, KolkataVerified email at jadavpuruniversity.in
Dr. Anderson Rocha (Full-Professor)University of Campinas (Unicamp), Campinas, SP, BrazilVerified email at unicamp.br
Pablo FonsecaUniversidad Peruana Cayetano HerediaVerified email at upch.pe
Anselmo FerreiraEuropean Joint Research CenterVerified email at unisi.it
Nando MetzgerETH ZürichVerified email at ethz.ch
Samuel Botter MartinsProfessor of computer science, Federal Institute of São Paulo, BrazilVerified email at ifsp.edu.br
Priscila T. M. SaitoProfessor of Computer Science, Federal University of Sao Carlos, DC-UFSCarVerified email at ufscar.br
Alexandre Camargo CoutinhoBrazilian Agricultural Research Corporation - EmbrapaVerified email at embrapa.br
Pedro J. de RezendeInstitute of Computing - UNICAMP - Campinas - BrazilVerified email at ic.unicamp.br
Jeanfranco David Farfan EscobedoUniversity of CampinasVerified email at dac.unicamp.br
Diego MarcosJunior Professor at Inria, MontpellierVerified email at inria.fr

John E. Vargas-Muñoz

Ecole Polytechnique Fédérale de Lausanne (EPFL)

Verified email at epfl.ch

Machine Learning Remote Sensing Computer Vision


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OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing JEV Munoz, S Srivastava, D Tuia, AX Falcao IEEE Geoscience and Remote Sensing Magazine, 2020	147	2020
Understanding urban landuse from the above and ground perspectives: A deep learning, multimodal solution S Srivastava, JE Vargas-Munoz, D Tuia Remote sensing of environment 228, 129-143, 2019	144	2019
An iterative spanning forest framework for superpixel segmentation JE Vargas-Muñoz, AS Chowdhury, EB Alexandre, FL Galvão, ... IEEE Transactions on Image Processing 28 (7), 3477-3489, 2019	94	2019
Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data S Srivastava, JE Vargas Munoz, S Lobry, D Tuia International Journal of Geographical Information Science 34 (6), 1117-1136, 2020	89	2020
Behavior knowledge space-based fusion for copy–move forgery detection A Ferreira, SC Felipussi, C Alfaro, P Fonseca, JE Vargas-Munoz, ... IEEE Transactions on Image Processing 25 (10), 4729-4742, 2016	81	2016
Correcting rural building annotations in OpenStreetMap using convolutional neural networks JE Vargas-Muñoz, S Lobry, AX Falcão, D Tuia ISPRS journal of photogrammetry and remote sensing 147, 283-293, 2019	69	2019
Multilabel building functions classification from ground pictures using convolutional neural networks S Srivastava, JE Vargas-Muñoz, D Swinkels, D Tuia Proceedings of the 2nd ACM SIGSPATIAL international workshop on AI for …, 2018	31	2018
Diagnosis of human intestinal parasites by deep learning AZ Peixinho, SB Martins, JE Vargas, AX Falcao, JF Gomes, CTN Suzuki Computational Vision and Medical Image Processing V: Proceedings of the 5th …, 2015	27	2015
Contextual superpixel description for remote sensing image classification JE Vargas, AX Falcão, JA dos Santos, JCDM Esquerdo, AC Coutinho, ... 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015	23	2015
Superpixel-based interactive classification of very high resolution images JE Vargas, PTM Saito, AX Falcao, PJ De Rezende, JA Dos Santos 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images, 173-179, 2014	23	2014
Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient JE Vargas Munoz, D Tuia, AX Falcão International Journal of Geographical Information Science 35 (9), 1725-1745, 2021	19	2021
Fine-grained population mapping from coarse census counts and open geodata N Metzger, JE Vargas-Muñoz, RC Daudt, B Kellenberger, TTT Whelan, ... Scientific Reports 12 (1), 20085, 2022	16	2022
Interactive coconut tree annotation using feature space projections JE Vargas-Muñoz, P Zhou, AX Falcao, D Tuia IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019	15	2019
Towards accurate building recognition using convolutional neural networks JD Farfan-Escobedo, L Enciso-Rodas, JE Vargas-Muñoz 2017 IEEE XXIV International Conference on Electronics, Electrical …, 2017	9	2017
Correcting misaligned rural building annotations in open street map using convolutional neural networks evidence JE Vargas-Munoz, D Marcos, S Lobry, JA dos Santos, AX Falcao, D Tuia IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018	8	2018
Mapping vulnerable populations with AI B Kellenberger, JE Vargas-Munoz, D Tuia, RC Daudt, K Schindler, ... arXiv preprint arXiv:2107.14123, 2021	6	2021
Fine-grained population mapping using coarse census data and satellite imagery JE Vargas-Munoz, N Metzger, RC Daudt, B Kellenberger, TTT Whelan, ...	2	2022
Land-use characterisation using Google Street View pictures and OpenStreetMap S Srivastava, S Lobry, D Tuia, J Vargas Munoz	1	2018
Post classification smoothing in sub-decimeter resolution images with semi-supervised label propagation JE Vargas-Munoz, D Tuia, JA Dos Santos, AX Falcão 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017	1	2017
Estimating Fine-Grained Population Growth Rates from Coarse Census Data JE Vargas-Muñoz, N Metzger, RC Daudt, K Schindler, D Tuia IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024		2024

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