1 | Jefersson A. dos Santos

Opening Deep Neural Networks with Generative Models

Marcos Vendramini, Hugo Oliveira, Alexei Machado, Jefersson Alex dos Santos

ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation

Matheus Pereira, Jefersson Alex dos Santos

Learning to Segment Medical Images from Few-Shot Sparse Labels

Pedro Gama, Hugo Oliveira, Jefersson Alex dos Santos

Segmentation Of Tree Canopies In Urban Environments Using Dilated Convolutional Neural Network

José Martins, Keiller Nogueira, Pedro Zamboni, Paulo Tarso Sanches de Oliveira, Wesley Nunes Gonçalves, Jefersson Alex dos Santos, José Marcato Junior

An End-To-End Framework For Low-Resolution Remote Sensing Semantic Segmentation

M. B. Pereira, Jefersson Alex dos Santos

Brazildam: A Benchmark Dataset For Tailings Dam Detection

E. Ferreira, M. Brito, R. Balaniuk, M. S. Alvim, Jefersson Alex dos Santos

Towards open-set semantic segmentation of aerial images

Caio CV da Silva, Keiller Nogueira, Hugo N Oliveira, Jefersson Alex dos Santos

A Tool for Bridge Detection in Major Infrastructure Works Using Satellite Images

Keiller Nogueira, Caio Cesar, Pedro HT Gama, Gabriel LS Machado, Jefersson Alex dos Santos

Evaluating Deep Contextual Description of Superpixels for Detection in Aerial Images

Eduardo A Tavares, Ricardo da S. Torres, Jefersson Alex dos Santos

How Effective Is Super-Resolution to Improve Dense Labelling of Coarse Resolution Imagery?

Matheus B Pereira, Jefersson Alex dos Santos