| Towards better exploiting convolutional neural networks for remote sensing scene classification K Nogueira, OAB Penatti, JA Dos Santos Pattern Recognition 61, 539-556, 2017 | 1035 | 2017 |
| Do deep features generalize from everyday objects to remote sensing and aerial scenes domains? OAB Penatti, K Nogueira, JA Dos Santos Proceedings of the IEEE conference on computer vision and pattern …, 2015 | 878 | 2015 |
| Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks K Nogueira, M Dalla Mura, J Chanussot, WR Schwartz, JA Dos Santos IEEE Transactions on Geoscience and Remote Sensing, 2019 | 148 | 2019 |
| Exploiting convnet diversity for flooding identification K Nogueira, SG Fadel, ÍC Dourado, RO Werneck, JAV Muñoz, ... IEEE Geoscience and Remote Sensing Letters 15 (9), 1446-1450, 2018 | 77 | 2018 |
| Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery LP Osco, K Nogueira, AP Marques Ramos, MM Faita Pinheiro, ... Precision Agriculture 22 (4), 1171-1188, 2021 | 72 | 2021 |
| Improving spatial feature representation from aerial scenes by using convolutional networks K Nogueira, WO Miranda, JA Dos Santos 2015 28th SIBGRAPI Conference on Graphics, Patterns and Images, 289-296, 2015 | 69 | 2015 |
| Semantic segmentation of tree-canopy in urban environment with pixel-wise deep learning JAC Martins, K Nogueira, LP Osco, FDG Gomes, DEG Furuya, ... Remote Sensing 13 (16), 3054, 2021 | 55 | 2021 |
| An introduction to deep morphological networks K Nogueira, J Chanussot, MD Mura, JA Santos IEEE Access 9, 114308-114324, 2021 | 42 | 2021 |
| Fully convolutional open set segmentation H Oliveira, C Silva, GLS Machado, K Nogueira, JA Dos Santos Machine Learning, 1-52, 2023 | 38 | 2023 |
| Benchmarking anchor-based and anchor-free state-of-the-art deep learning methods for individual tree detection in rgb high-resolution images P Zamboni, JM Junior, JA Silva, GT Miyoshi, ET Matsubara, K Nogueira, ... Remote Sensing 13 (13), 2482, 2021 | 36 | 2021 |
| Learning to semantically segment high-resolution remote sensing images K Nogueira, M Dalla Mura, J Chanussot, WR Schwartz, JA dos Santos 2016 23rd International Conference on Pattern Recognition (ICPR), 3566-3571, 2016 | 32 | 2016 |
| AiRound and CV-BrCT: Novel multiview datasets for scene classification G Machado, E Ferreira, K Nogueira, H Oliveira, M Brito, PHT Gama, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 27 | 2020 |
| Towards open-set semantic segmentation of aerial images CCV da Silva, K Nogueira, HN Oliveira, JA dos Santos 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), 16-21, 2020 | 26 | 2020 |
| Learning deep features on multiple scales for coffee crop recognition R Baeta, K Nogueira, D Menotti, JA dos Santos 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2017 | 26 | 2017 |
| Data-Driven Flood Detection using Neural Networks K Nogueira, SG Fadel, ÍC Dourado, RO Werneck, JAV Muñoz, ... MediaEval, 2017 | 22 | 2017 |
| Towards vegetation species discrimination by using data-driven descriptors K Nogueira, JA Dos Santos, T Fornazari, TSF Silva, LP Morellato, ... 2016 9th IAPR Workshop on Pattern Recogniton in Remote Sensing (PRRS), 1-6, 2016 | 22 | 2016 |
| Spatio-temporal vegetation pixel classification by using convolutional networks K Nogueira, JA dos Santos, N Menini, TSF Silva, LPC Morellato, ... IEEE Geoscience and Remote Sensing Letters 16 (10), 1665-1669, 2019 | 16 | 2019 |
| Better, not just more: Data-centric machine learning for Earth observation R Roscher, M Russwurm, C Gevaert, M Kampffmeyer, JA Dos Santos, ... IEEE Geoscience and Remote Sensing Magazine, 2024 | 15* | 2024 |
| A tool for bridge detection in major infrastructure works using satellite images K Nogueira, C Cesar, PHT Gama, GLS Machado, JA dos Santos 2019 XV Workshop de Visão Computacional (WVC), 72-77, 2019 | 15 | 2019 |
| Coffee crop recognition using multi-scale convolutional neural networks K Nogueira, WR Schwartz, JA dos Santos Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2015 | 15 | 2015 |
Jefersson A. dos SantosUniversity of Sheffield - School of Computer ScienceПотвърден имейл адрес: sheffield.ac.uk