José David Bermúdez Castro
José David Bermúdez Castro
Pontifical University of Rio de Janeiro
Verified email at ele.puc-rio.br
Title
Cited by
Cited by
Year
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
332019
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
272020
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
222018
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
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
10*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
102019
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
92020
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
92018
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, 2020
42020
A MANY-TO-MANY FULLY CONVOLUTIONAL RECURRENT NETWORK FOR MULTITEMPORAL CROP RECOGNITION.
JA Chamorro, JD Bermudez, PN Happ, RQ Feitosa
Isprs Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences 4, 2019
42019
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
42017
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
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 Photogrammetry, Remote Sensing & Spatial Information Sciences 4, 2019
22019
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 Photogrammetry, Remote Sensing & Spatial Information …, 2020
12020
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
2021
Towards Lifelong Crop Recognition Using Fully Convolutional Recurrent Networks and SAR Image Sequences
JA Chamorro, RQ Feitosa, PN Happ, JD Bermudez
ISPRS-International Archives of the Photogrammetry, Remote Sensing and …, 2021
2021
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
2020
Large Dimension Parameterization with Convolutional Variational Autoencoder: An Application in the History Matching of Channelized Geological Facies Models
J Potratz, SWA Canchumuni, JDB Castro, AA Emerick, MAC Pacheco
2020 20th International Conference on Computational Science and Its …, 2020
2020
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, 0
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Articles 1–19