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José David Bermúdez Castro
José David Bermúdez Castro
McMaster University
Bestätigte E-Mail-Adresse bei ele.puc-rio.br - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
1092020
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
852019
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
632018
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
542021
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
302020
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
282017
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
262019
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
242020
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
192017
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
162018
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
142021
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
122022
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
102021
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
102020
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
72019
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, ...
62020
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
52021
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
42019
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
42017
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
32020
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