Recognition of Endangered Pantanal Animal Species using Deep Learning Methods. - Mauro dos Santos de Arruda; Gabriel Spadon; José F. Rodrigues Jr.; Wesley Nunes Gonçalves; Bruno Brandoli Machado (IJCNN, 2018)

A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery. - Lucas Prado Osco; Mauro dos Santos de Arruda; Diogo Nunes Gonçalves; Alexandre Dias; Juliana Batistoti; Maurício de Souza; Felipe David Georges Gomes; Ana Paula Marques Ramos; Lúcio André de Castro Jorge; Veraldo Liesenberg; Jonathan Li 001; Lingfei Ma; et al. (CoRR, 2020)

A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images. - Gabriela Takahashi Miyoshi; Mauro dos Santos de Arruda; Lucas Prado Osco; José Marcato Junior; Diogo Nunes Gonçalves; Nilton Nobuhiro Imai; Antonio Maria Garcia Tommaselli; Eija Honkavaara; Wesley Nunes Gonçalves (Remote. Sens., 2020)

A Deep Learning Approach Based on Graphs to Detect Plantation Lines. - Diogo Nunes Gonçalves; Mauro dos Santos de Arruda; Hemerson Pistori; Vanessa Jordão Marcato Fernandes; Ana Paula Marques Ramos; Danielle Elis Garcia Furuya; Lucas Prado Osco; Hongjie He; Jonathan Li 001; José Marcato Junior; Wesley Nunes Gonçalves (CoRR, 2021)

Counting and locating high-density objects using convolutional neural network. - Mauro dos Santos de Arruda; Lucas Prado Osco; Plabiany Rodrigo Acosta; Diogo Nunes Gonçalves; José Marcato Junior; Ana Paula Marques Ramos; Edson Takashi Matsubara; Zhipeng Luo; Jonathan Li 001; Jonathan de Andrade Silva; Wesley Nunes Gonçalves (Expert Syst. Appl., 2022)