Evaluation of deep learning techniques for deforestation detection in the Brazilian Amazon and Cerrado biomes from remote sensing imagery. MO Adarme, RQ Feitosa, PN Happ, CA De Almeida, AR Gomes | 58 | 2020 |
An unsupervised domain adaptation approach for change detection and its application to deforestation mapping in tropical biomes PJS Vega, GAOP da Costa, RQ Feitosa, MXO Adarme, CA de Almeida, ... ISPRS Journal of Photogrammetry and Remote Sensing 181, 113-128, 2021 | 35 | 2021 |
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 Photogrammetry, Remote Sensing & Spatial Information Sciences 4, 2019 | 29 | 2019 |
Improving Deforestation Detection on Tropical Rainforests Using Sentinel-1 Data and Convolutional Neural Networks M Ortega Adarme, J Doblas Prieto, R Queiroz Feitosa, CA De Almeida Remote Sensing 14 (14), 3290, 2022 | 18 | 2022 |
Domain adaptation with cyclegan for change detection in the amazon forest PJ Soto, G Costa, RQ Feitosa, PN Happ, MX Ortega, J Noa, CA Almeida, ... ISPRS Archives; 43, B3 43 (B3), 1635-1643, 2020 | 15 | 2020 |
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 | 14 | 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 | 11 | 2021 |
Deforestation detection in the amazon rainforest with spatial and channel attention mechanisms P Tovar, MO Adarme, RQ Feitosa The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2021 | 9 | 2021 |
Multi-attention GhostNet for deforestation detection in the Amazon Rainforest MXO Adarme, G Costa, RQ Feitosa ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2022 | 3 | 2022 |
A comparison of cloud removal methods for deforestation monitoring in Amazon rainforest JAC Martinez, MXO Adarme, JN Turnes, G Costa, CA De Almeida, ... The International Archives of Photogrammetry, Remote Sensing and Spatial …, 2022 | 3 | 2022 |
Using time series image data to improve the generalization capabilities of a CNN–the example of deforestation detection with Sentinel-2 MX Ortega, D Wittich, F Rottensteiner, C Heipke, RQ Feitosa ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2023 | 2 | 2023 |
Assessment of an early fusion CNN approach applied to the deforestation detection in the Brazilian Amazon M Ortega, PN Happ, RQ Feitosa | 2* | 2019 |
Weak Supervised Adversarial Domain Adaptation for Deforestation Detection in Tropical Forests PJS Vega, GAOP da Costa, MXO Adarme, JDB Castro, RQ Feitosa IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023 | | 2023 |
a Debiasing Variational Autoencoder for Deforestation Mapping MX Ortega Adarme, PJ Soto Vega, G Costa, RQ Feitosa, C Heipke The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2023 | | 2023 |
Automatic count of leukocytes in images of animal blood samples J Muñoz, J Pantoja, M Ortega, K Benavides, MWO Achicanoy 2017 IEEE International Autumn Meeting on Power, Electronics and Computing …, 2017 | | 2017 |