A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery. - Danielle Elis Garcia Furuya; João Alex Floriano Aguiar; Nayara V. Estrabis; Mayara Maezano Faita Pinheiro; Michelle Taís Garcia Furuya; Danillo Roberto Pereira; Wesley Nunes Gonçalves; Veraldo Liesenberg; Jonathan Li 001; José Marcato Junior; Lucas Prado Osco; Ana Paula Marques Ramos (Remote. Sens., 2020)

A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements. - Lucas Prado Osco; Ana Paula Marques Ramos; Mayara Maezano Faita Pinheiro; Érika Akemi Saito Moriya; Nilton Nobuhiro Imai; Nayara V. Estrabis; Felipe Ianczyk; Fábio Fernando de Araújo; Veraldo Liesenberg; Lúcio André de Castro Jorge; Jonathan Li 001; Lingfei Ma; et al. (Remote. Sens., 2020)

Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data. - Danielle Elis Garcia Furuya; Lingfei Ma; Mayara Maezano Faita Pinheiro; Felipe David Georges Gomes; Wesley Nunes Gonçalvez; José Marcato Junior; Diego de Castro Rodrigues; Maria Carolina Blassioli-Moraes; Mirian Fernandes Furtado Michereff; Miguel Borges; Raúl Alberto Alaumann; Ednaldo José Ferreira; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data. - Paulo Eduardo Teodoro; Larissa Pereira Ribeiro Teodoro; Fábio Henrique Rojo Baio; Carlos Antonio da Silva Junior; Regimar Garcia dos Santos; Ana Paula Marques Ramos; Mayara Maezano Faita Pinheiro; Lucas Prado Osco; Wesley Nunes Gonçalves; Alexsandro Monteiro Carneiro; José Marcato Junior; Hemerson Pistori; et al. (Remote. Sens., 2021)

Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation. - Keiller Nogueira; Mayara Maezano Faita Pinheiro; Ana Paula Marques Ramos; Wesley Nunes Gonçalves; José Marcato Junior; Jefersson A. dos Santos (WACV, 2024)