Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and … C Sothe, CM De Almeida, MB Schimalski, LEC La Rosa, JDB Castro, ... GIScience & Remote Sensing 57 (3), 369-394, 2020 | 113 | 2020 |
Synthesis of multispectral optical images from SAR/optical multitemporal data using conditional generative adversarial networks JD Bermudez, PN Happ, RQ Feitosa, DAB Oliveira IEEE Geoscience and Remote Sensing Letters 16 (8), 1220-1224, 2019 | 86 | 2019 |
SAR to optical image synthesis for cloud removal with generative adversarial networks JD Bermudez, PN Happ, DAB Oliveira, RQ Feitosa ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2018 | 63 | 2018 |
Recent developments combining ensemble smoother and deep generative networks for facies history matching SWA Canchumuni, JDB Castro, J Potratz, AA Emerick, MAC Pacheco Computational Geosciences 25, 433-466, 2021 | 54 | 2021 |
Atrous cGAN for SAR to optical image translation JN Turnes, JDB Castro, DL Torres, PJS Vega, RQ Feitosa, PN Happ IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2020 | 31 | 2020 |
Evaluation of deep learning techniques for deforestation detection in the amazon forest MX Ortega, JD Bermudez, PN Happ, A Gomes, RQ Feitosa ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2019 | 28 | 2019 |
A comparative analysis of deep learning techniques for sub-tropical crop types recognition from multitemporal optical/SAR image sequences JDB Castro, RQ Feitoza, LC La Rosa, PMA Diaz, IDA Sanches 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2017 | 28 | 2017 |
A comparison of machine and deep-learning algorithms applied to multisource data for a subtropical forest area classification C Sothe, CM De Almeida, MB Schimalski, V Liesenberg, LEC La Rosa, ... International journal of remote sensing 41 (5), 1943-1969, 2020 | 24 | 2020 |
Evaluation of recurrent neural networks for crop recognition from multitemporal remote sensing images JD Bermúdez, P Achanccaray, ID Sanches, L Cue, P Happ, RQ Feitosa Anais do XXVII Congresso Brasileiro de Cartografia, 800-804, 2017 | 21 | 2017 |
An hybrid recurrent convolutional neural network for crop type recognition based on multitemporal sar image sequences JB Castro, RQ Feitosa, PN Happ IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 17 | 2018 |
Automatic Lithofacies Classification with t-SNE and K-Nearest Neighbors Algorithm. G Loriato Potratz, SWA Canchumuni, JD Bermudez Castro, J Potratz, ... Anuário Do Instituto De Geociências 44, 2021 | 14 | 2021 |
Domain-adversarial neural networks for deforestation detection in tropical forests PJ Soto, GA Costa, RQ Feitosa, MX Ortega, JD Bermudez, JN Turnes IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022 | 12 | 2022 |
Comparison of optical and SAR data for deforestation mapping in the Amazon rainforest with fully convolutional networks MX Ortega, RQ Feitosa, JD Bermudez, PN Happ, CA De Almeida 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 3769 …, 2021 | 10 | 2021 |
Evaluating a convolutional neural network for feature extraction and tree species classification using uav-hyperspectral images C Sothe, LEC La Rosa, CM De Almeida, A Gonsamo, MB Schimalski, ... ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2020 | 10 | 2020 |
A many-to-many fully convolutional recurrent network for multitemporal crop recognition JA Chamorro, JD Bermudez, PN Happ, RQ Feitosa ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2019 | 7 | 2019 |
Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and … C Sothe, CM De Almeida, MB Schimalski, LE La Rosa, JD Castro, ... | 6 | 2020 |
Improvement optical character recognition for structured documents using generative adversarial networks JDB Castro, SWA Canchumuni, CEM Villalobos, FC Cordeiro, ... 2021 21st International Conference on Computational Science and Its …, 2021 | 5 | 2021 |
A comparative analysis of unsupervised and semi-supervised representation learning for remote sensing image categorization PJ Soto, JD Bermudez, PN Happ, RQ Feitosa ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2019 | 4 | 2019 |
A comparative analysis of deep learning techniques for crop type recognition in temperate and tropical regions from multitemporal sar image sequences LE Cué, JD Bermudez, ID Sanches, PN Happ, RQ Feitosa Anais do XXVII Congresso Brasileiro de Cartografia, 2017 | 4 | 2017 |
A free web service for fast COVID-19 classification of chest X-ray images JDB Castro, R Rei, JE Ruiz, PA Diaz, SA Canchumuni, CM Villalobos, ... arXiv preprint arXiv:2009.01657, 2020 | 3 | 2020 |