Matheus Pinheiro Ferreira

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 13

Top Topics

Convolutional Neural Networks

Unsupervised Clustering

Satellite Images

Top Venues

Ecol. Informatics

IEEE Geosci. Remote. Sens. Lett.

Publications

Felipe Ferrari, Matheus Pinheiro Ferreira, Cláudio Aparecido de Almeida, Raul Queiroz Feitosa
Fusing Sentinel-1 and Sentinel-2 Images for Deforestation Detection in the Brazilian Amazon Under Diverse Cloud Conditions. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Monique Bohora Schlickmann, Luiz Guilherme Nogueira, Rodrigo Vieira Leite, Kleydson Diego Rocha, Jinyi Xia, Danilo Souza, Eben North Broadbent, Sassan Saatchi, Carine Klauberg, Andrew T. Hudak, Mauro Alessandro Karasinski, Matheus Pinheiro Ferreira, Danilo Roberti Alves de Almeida, Carlos Alberto Silva
Mapping Total Aboveground Biomass Change in the Brazilian Cerrado Using Uav-Lidar. IGARSS (2023)
Carine Klauberg, Jason Vogel, Ricardo Dalagnol, Matheus Pinheiro Ferreira, Caio Hamamura, Eben Broadbent, Carlos Alberto Silva
Post-Hurricane Damage Severity Classification at the Individual Tree Level Using Terrestrial Laser Scanning and Deep Learning. Remote. Sens. 15 (4) (2023)
Matheus Pinheiro Ferreira, Daniel R. Dos Santos, Felipe Ferrari, Gabriela B. Martins, Raul Queiroz Feitosa
Combining Lidar-Derived Metrics with Rgb-Nir Images to Improve Tree Species Classification in a Tropical Urban Area. IGARSS (2023)
Hudson Franklin Pessoa Veras, Matheus Pinheiro Ferreira, Ernandes Macedo da Cunha Neto, Evandro Orfanó Figueiredo, Ana Paula Dalla Corte, Carlos Roberto Sanquetta
Fusing multi-season UAS images with convolutional neural networks to map tree species in Amazonian forests. Ecol. Informatics 71 (2022)
Danilo Roberti Alves de Almeida, Eben Broadbent, Angielica Maria Almeyda Zambrano, Matheus Pinheiro Ferreira, Pedro Henrique Santin Brancalion
Fusion of Lidar and Hyperspectral Data from Drones for Ecological Questions: The Gatoreye Atlantic Forest Restoration Case Study. IGARSS (2021)
Matheus Pinheiro Ferreira, Rodolfo Georjute Lotte, Francisco V. D'Elia, Christos Stamatopoulos, Do-Hyung Kim, Adam R. Benjamin
) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks. Ecol. Informatics 63 (2021)
Matheus Pinheiro Ferreira, Rodolfo Georjute Lotte, Francisco V. D'Elia, Christos Stamatopoulos, Do-Hyung Kim, Maria Beatriz Nogueira Ribeiro, Adam R. Benjamin
) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks". Ecol. Informatics 64 (2021)
Jose R. G. Braga, Vinícius Peripato, Ricardo Dalagnol, Matheus Pinheiro Ferreira, Yuliya Tarabalka, Luiz E. O. C. Aragão, Haroldo F. de Campos Velho, Elcio H. Shiguemori, Fabien Hubert Wagner
Tree Crown Delineation Algorithm Based on a Convolutional Neural Network. Remote. Sens. 12 (8) (2020)
Jessica Derkacz Weihermann, Matheus Pinheiro Ferreira, Francisco José Fonseca Ferreira, Adalene Moreira Silva
Using Unsupervised Clustering for Analyzing Airborne Gamma-Ray Spectrometry Data. IGARSS (2020)
Alindomar Lacerda Silva, Diógenes Salas Alves, Matheus Pinheiro Ferreira
Landsat-Based Land Use Change Assessment in the Brazilian Atlantic Forest: Forest Transition and Sugarcane Expansion. Remote. Sens. 10 (7) (2018)
Matheus Pinheiro Ferreira, Jean-Baptiste Féret, Eloi Grau, Fabien Hubert Wagner, Luiz Eduardo Oliveira E. Cruz de Aragão, Yosio Edemir Shimabukuro, Carlos Roberto de Souza Filho
A Simplified 3D Radiative Transfer Approach for the Retrieval of Chemical and Structural Properties of Individual Tree Crowns from Hyperspectral Data. IGARSS (2018)
Daniel C. Zanotta, Matheus Pinheiro Ferreira, Maciel Zortea, Jean A. Espinoza, Yosio Shimabukuro
A supervised Bayesian approach for simultaneous segmentation and classification. IGARSS (2015)
Matheus Pinheiro Ferreira, Daniel C. Zanotta, Maciel Zortea, Thales Sehn Körting, Leila Maria Garcia Fonseca, Yosio Edemir Shimabukuro, Carlos Roberto de Souza Filho
Automatic tree crown delineation in tropical forest using hyperspectral data. IGARSS (2014)
Daniel C. Zanotta, Matheus Pinheiro Ferreira, Maciel Zortea, Yosio Shimabukuro
A statistical approach for simultaneous segmentation and classification. IGARSS (2014)
Matheus Pinheiro Ferreira, Atilio E. B. Grondona, Silvia B. A. Rolim, Yosio Edemir Shimabukuro
Spectral variability of atlantic forest species. IGARSS (2013)