Daniel Matte Freitas

Weed detection in soybean crops using ConvNets

Alessandro dos Santos Ferreira, Daniel Matte Freitas, Gercina Gonçalves da Silva et al. · Computers and Electronics in Agriculture · 2017 · 541 citations

Precision Agriculture, Engineering, Sustainable Agriculture +6

Unsupervised deep learning and semi-automatic data labeling in weed discrimination

Alessandro dos Santos Ferreira, Daniel Matte Freitas, Gercina Gonçalves da Silva et al. · Computers and Electronics in Agriculture · 2019 · 109 citations

Image Analysis, Machine Learning, Data Science +7

Estimating soybean leaf defoliation using convolutional neural networks and synthetic images

Lucas Abreu da Silva, Patrik Olã Bressan, Diogo Nunes Gonçalves et al. · Computers and Electronics in Agriculture · 2018 · 56 citations

Synthetic Images, Agricultural Engineering, Precision Agriculture +7

Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping

Patrik Olã Bressan, José Marcato, José Augusto Correa Martins et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 39 citations · Full text

Semantic Segmentation With Labeling Uncertainty and Class Imbalance

Patrik Olã Bressan, José Marcato, José Augusto Correa Martins et al. · Research Square (Research Square) · 2021 · 13 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17