Feature Learning from Image Markers for Object Delineation. - Italos Estilon de Souza; Barbara Caroline Benato; Alexandre Xavier Falcão (SIBGRAPI, 2020)

Convolutional Neural Networks from Image Markers. - Barbara Caroline Benato; Italos Estilon de Souza; Felipe L. Galvão; Alexandre X. Falcão (CoRR, 2020)

User-Guided Data Expansion Modeling to Train Deep Neural Networks With Little Supervision. - Italos Estilon de Souza; Caroline Lessio Cazarin; Maurício Roberto Veronez; Luiz Gonzaga 001; Alexandre Xavier Falcão (IEEE Geosci. Remote. Sens. Lett., 2022)

Learning CNN Filters From User-Drawn Image Markers for Coconut-Tree Image Classification. - Italos Estilon de Souza; Alexandre Xavier Falcão (IEEE Geosci. Remote. Sens. Lett., 2022)