Matheus Pinheiro Ferreira

According to our database, Matheus Pinheiro Ferreira authored at least 17 papers between 2013 and 2025.

Collaborative distances:

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

2025

Tree-level carbon stock estimations across diverse species using multi-source remote sensing integration.

Qing Li, Jia Yin, Xiaoxin Zhang, Dalei Hao, Matheus Pinheiro Ferreira, Wenhui Yan, Ye Tian, Da Zhang, Shen Tan, Sheng Nie, Tianyu An, Xiaoyao Li, Jianxi Huang, Wei Su, Yelu Zeng

Comput. Electron. Agric., 2025

2023

Post-Hurricane Damage Severity Classification at the Individual Tree Level Using Terrestrial Laser Scanning and Deep Learning.

Carine Klauberg, Jason G. Vogel, Ricardo Dalagnol, Matheus Pinheiro Ferreira, Caio Hamamura, Eben Broadbent, Carlos Alberto Silva

Remote. Sens., February, 2023

Fusing Sentinel-1 and Sentinel-2 Images for Deforestation Detection in the Brazilian Amazon Under Diverse Cloud Conditions.

Felipe Ferrari, Matheus Pinheiro Ferreira, Cláudio Aparecido de Almeida, Raul Queiroz Feitosa

IEEE Geosci. Remote. Sens. Lett., 2023

Mapping Total Aboveground Biomass Change in the Brazilian Cerrado Using Uav-Lidar.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Combining Lidar-Derived Metrics with Rgb-Nir Images to Improve Tree Species Classification in a Tropical Urban Area.

Matheus Pinheiro Ferreira, Daniel R. Dos Santos, Felipe Ferrari, Gabriela B. Martins, Raul Queiroz Feitosa

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Fusing multi-season UAS images with convolutional neural networks to map tree species in Amazonian forests.

Hudson Franklin Pessoa Veras, Matheus Pinheiro Ferreira, Ernandes Macedo da Cunha Neto, Evandro Orfanó Figueiredo, Ana Paula Dalla Corte, Carlos Roberto Sanquetta

Ecol. Informatics, 2022

2021

Corrigendum to "Accurate mapping of Brazil nut trees (<i>Bertholletia excelsa</i>) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks".

Matheus Pinheiro Ferreira, Rodolfo Georjute Lotte, Francisco V. D'Elia, Christos Stamatopoulos, Do-Hyung Kim, Maria Beatriz Nogueira Ribeiro, Adam R. Benjamin

Ecol. Informatics, 2021

Accurate mapping of Brazil nut trees (<i>Bertholletia excelsa</i>) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks.

Matheus Pinheiro Ferreira, Rodolfo Georjute Lotte, Francisco V. D'Elia, Christos Stamatopoulos, Do-Hyung Kim, Adam R. Benjamin

Ecol. Informatics, 2021

Fusion of Lidar and Hyperspectral Data from Drones for Ecological Questions: The Gatoreye Atlantic Forest Restoration Case Study.

Danilo Roberti Alves de Almeida, Eben Broadbent, Angielica Maria Almeyda Zambrano, Matheus Pinheiro Ferreira, Pedro Henrique Santin Brancalion

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Tree Crown Delineation Algorithm Based on a Convolutional Neural Network.

José 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

Remote. Sens., 2020

Using Unsupervised Clustering for Analyzing Airborne Gamma-Ray Spectrometry Data.

Jessica Derkacz Weihermann, Matheus Pinheiro Ferreira, Francisco José Fonseca Ferreira, Adalene Moreira Silva

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2018

Landsat-Based Land Use Change Assessment in the Brazilian Atlantic Forest: Forest Transition and Sugarcane Expansion.

Alindomar Lacerda Silva, Diógenes Salas Alves, Matheus Pinheiro Ferreira

Remote. Sens., 2018

A Simplified 3D Radiative Transfer Approach for the Retrieval of Chemical and Structural Properties of Individual Tree Crowns from Hyperspectral Data.

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

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2015

A supervised Bayesian approach for simultaneous segmentation and classification.

Daniel C. Zanotta, Matheus Pinheiro Ferreira, Maciel Zortea, Jean A. Espinoza, Yosio Shimabukuro

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

A statistical approach for simultaneous segmentation and classification.

Daniel C. Zanotta, Matheus Pinheiro Ferreira, Maciel Zortea, Yosio Shimabukuro

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Automatic tree crown delineation in tropical forest using hyperspectral data.

Matheus Pinheiro Ferreira, Daniel C. Zanotta, Maciel Zortea, Thales Sehn Körting, Leila Maria Garcia Fonseca, Yosio Edemir Shimabukuro, Carlos Roberto de Souza Filho

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Spectral variability of atlantic forest species.

Matheus Pinheiro Ferreira, Atilio E. B. Grondona, Silvia Beatriz Alves Rolim, Yosio Edemir Shimabukuro

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013