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José David Bermúdez Castro
José David Bermúdez Castro
McMaster University
Zweryfikowany adres z ele.puc-rio.br - Strona główna
Tytuł
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Cytowane przez
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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
482020
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
472019
SAR TO OPTICAL IMAGE SYNTHESIS FOR CLOUD REMOVAL WITH GENERATIVE ADVERSARIAL NETWORKS.
JD Bermudez, PN Happ, DAB Oliveira, RQ Feitosa
ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information …, 2018
312018
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 (1), 433-466, 2021
252021
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
212017
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
182020
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
142020
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
132019
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
102018
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
92017
Automatic lithofacies classification with t-SNE and K-nearest neighbors algorithm
GL Potratz, SWA Canchumuni, JDB Castro, J Potratz, MAC Pacheco
Anuário Do Instituto De Geociências 44, 2021
42021
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
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, P Achanccaray, ID Sanches, PN Happ, ...
Anais do XXVII Congresso Brasileiro de Cartografia, 2017
42017
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
32020
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
32019
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
22020
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
2022
A Free Web Service for Fast COVID-19 Classification of Chest X-Ray Images with Artificial Intelligence
JDB Castro, JE Ruiz, PA Diaz, SA Canchumuni, CM Villalobos, ...
International Conference on Computational Science and Its Applications, 412-427, 2022
2022
Deforestation Detection With Weak Supervised Convolutional Neural Networks In Tropical Biomes
PJ Soto Vega, G Costa, MX Ortega, JD Bermudez, RQ Feitosa
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2022
2022
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
2021
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