Italos Estilon de Souza

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 5

Top Topics

Gaussian Derivatives

Convolutional Neural Networks

Normalized Correlation

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Italos Estilon de Souza, Alexandre Xavier Falcão
Learning CNN Filters From User-Drawn Image Markers for Coconut-Tree Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Italos Estilon de Souza, Caroline Lessio Cazarin, Maurício Roberto Veronez, Luiz Gonzaga, Alexandre Xavier Falcão
User-Guided Data Expansion Modeling to Train Deep Neural Networks With Little Supervision. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Barbara Caroline Benato, Italos Estilon de Souza, Felipe L. Galvão, Alexandre X. Falcão
Convolutional Neural Networks from Image Markers. CoRR (2020)
Italos Estilon de Souza, Barbara Caroline Benato, Alexandre Xavier Falcão
Feature Learning from Image Markers for Object Delineation. SIBGRAPI (2020)
Italos Estilon de Souza, Alexandre Xavier Falcão
Learning CNN filters from user-drawn image markers for coconut-tree image classification. CoRR (2020)