| 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 | 146 | 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 | 93 | 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 | 87 | 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 | 26 | 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 |
Devis TuiaEcole Polytechnique Fédérale de Lausanne (EPFL)epfl.ch의 이메일 확인됨