36 citations · 69 across the 3 of their papers we have counts for
3 papers
Relict landslide detection using Deep-Learning architectures for image segmentation in rainforest areas: A new framework
Guilherme P. B. Garcia, Carlos H. Grohmann, Lucas P. Soares +1
Landslides are destructive and recurrent natural disasters on steep slopes and represent a risk to lives and properties. Knowledge of relict landslides location is vital to underst…
Landslide Segmentation with U-Net: Evaluating Different Sampling Methods and Patch Sizes
Lucas P. Soares, Helen C. Dias, Carlos H. Grohmann
Landslide inventory maps are crucial to validate predictive landslide models; however, since most mapping methods rely on visual interpretation or expert knowledge, detailed invent…
Automatic Detection of COVID-19 Cases on X-ray images Using Convolutional Neural Networks
Lucas P. Soares, Cesar P. Soares
In recent months the world has been surprised by the rapid advance of COVID-19. In order to face this disease and minimize its socio-economic impacts, in addition to surveillance a…