Lucas Pedrosa Soares

According to our database, Lucas Pedrosa Soares authored at least 6 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Feature-Based Constraint Deep CNN Method for Mapping Rainfall-Induced Landslides in Remote Regions With Mountainous Terrain: An Application to Brazil.

Guosen Xu, Yi Wang, Lizhe Wang, Lucas Pedrosa Soares, Carlos Henrique Grohmann

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Landslide Segmentation with Deep Learning: Evaluating Model Generalization in Rainfall-Induced Landslides in Brazil.

Lucas Pedrosa Soares, Helen Cristina Dias, Guilherme Pereira Bento Garcia, Carlos Henrique Grohmann

Remote. Sens., 2022

Mapping Key Indicators of Forest Restoration in the Amazon Using a Low-Cost Drone and Artificial Intelligence.

Rafael Walter Albuquerque, Daniel Luis Mascia Vieira, Manuel Eduardo Ferreira, Lucas Pedrosa Soares, Søren Ingvor Olsen, Luciana Spinelli de Araujo, Luiz Eduardo Vicente, Julio Ricardo Caetano Tymus, Cintia Palheta Balieiro, Marcelo Matsumoto, Carlos Henrique Grohmann

Remote. Sens., 2022

Relict landslide detection in rainforest areas using a combination of k-means clustering algorithm and Deep-Learning semantic segmentation models.

Guilherme Pereira Bento Garcia, Carlos Henrique Grohmann, Lucas Pedrosa Soares, Mateus Espadoto

CoRR, 2022

2020

Landslide Segmentation with U-Net: Evaluating Different Sampling Methods and Patch Sizes.

Lucas Pedrosa Soares, Helen Cristina Dias, Carlos Henrique Grohmann

CoRR, 2020

Automatic Detection of COVID-19 Cases on X-ray images Using Convolutional Neural Networks.

Lucas Pedrosa Soares, Cesar P. Soares

CoRR, 2020