José David Bermúdez Castro

Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and photogrammetric data

Camile Söthe, Cláudia Maria de Almeida, Marcos Benedito Schimalski et al. · GIScience & Remote Sensing · 2020 · 166 citations · Full text

Recent developments combining ensemble smoother and deep generative networks for facies history matching

Smith W. Arauco Canchumuni, José David Bermúdez Castro, Júlia Potratz et al. · Computational Geosciences · 2020 · 58 citations · Full text

Facies History, Machine Learning, Data Science +6

Atrous cGAN for SAR to Optical Image Translation

Javier Noa Turnes, José David Bermúdez Castro, Daliana Lobo Torres et al. · IEEE Geoscience and Remote Sensing Letters · 2020 · 45 citations

Convolutional Neural Network, Engineering, Machine Learning +18

A comparison of machine and deep-learning algorithms applied to multisource data for a subtropical forest area classification

Camile Söthe, Cláudia Maria de Almeida, Marcos Benedito Schimalski et al. · International Journal of Remote Sensing · 2019 · 26 citations · Full text

Engineering, Machine Learning, Forest Biometrics +26

Domain-Adversarial Neural Networks for Deforestation Detection in Tropical Forests

Pedro Juan Soto Vega, Gilson Alexandre Ostwald Pedro da Costa, Raul Queiroz Feitosa et al. · IEEE Geoscience and Remote Sensing Letters · 2022 · 26 citations · Full text

Engineering, Machine Learning, Forestry +19