Pedro Zamboni

According to our database, Pedro Zamboni authored at least 9 papers between 2020 and 2023.

Collaborative distances:

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

2023

MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture.

Diogo Nunes Gonçalves, José Marcato Jr., Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Deep Learning Regression Approaches Applied to Estimate Tillering in Tropical Forages Using Mobile Phone Images.

Luiz Santos, José Marcato Junior, Pedro Zamboni, Mateus Santos, Liana Jank, Edilene Campos, Edson Takashi Matsubara

Sensors, 2022

Active Fire Mapping on Brazilian Pantanal Based on Deep Learning and CBERS 04A Imagery.

Leandro Higa, José Marcato Junior, Thiago Rodrigues, Pedro Zamboni, Rodrigo Silva, Laisa Almeida, Veraldo Liesenberg, Fábio Roque, Renata Libonati, Wesley Nunes Gonçalves, Jonathan de Andrade Silva

Remote. Sens., 2022

Line-based deep learning method for tree branch detection from digital images.

Rodrigo Silva, José Marcato Junior, Laisa Almeida, Diogo Nunes Gonçalves, Pedro Zamboni, Vanessa Fernandes, Jonathan de Andrade Silva, Edson Takashi Matsubara, Edson Antonio Batista, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves

Int. J. Appl. Earth Obs. Geoinformation, 2022

A deep learning-based mobile application for tree species mapping in RGB images.

Mário de Araújo Carvalho, José Marcato Junior, José Augusto Correa Martins, Pedro Zamboni, Celso Soares Costa, Henrique Lopes Siqueira, Márcio Santos Araújo, Diogo Nunes Gonçalves, Danielle Elis Garcia Furuya, Lucas Prado Osco, Ana Paula Marques Ramos, Jonathan Li, Amaury Antônio de Castro Junior, Wesley Nunes Gonçalves

Int. J. Appl. Earth Obs. Geoinformation, 2022

2021

Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images.

Pedro Zamboni, José Marcato Junior, Jonathan de Andrade Silva, Gabriela Takahashi Miyoshi, Edson Takashi Matsubara, Keiller Nogueira, Wesley Nunes Gonçalves

Remote. Sens., 2021

Segmentation of Tree Canopies in Urban Environments Using Dilated Convolutional Neural Network.

José Augusto Correa Martins, Keiller Nogueira, Pedro Zamboni, Paulo Tarso Sanches de Oliveira, Wesley Nunes Gonçalves, Jefersson A. dos Santos, José Marcato Junior

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

Integration of Photogrammetry and Deep Learning in Earth Observation Applications.

José Marcato Junior, Pedro Zamboni, Mariana Batista Campos, Ana Paula Marques Ramos, Lucas Prado Osco, Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Jonathan Li

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

2020

Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method.

Matheus Gomes, Jonathan de Andrade Silva, Diogo Nunes Gonçalves, Pedro Zamboni, Jader Perez, Edson Antonio Batista, Ana Paula Marques Ramos, Lucas Prado Osco, Edson Takashi Matsubara, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves

Sensors, 2020