Understading Image Restoration Convolutional Neural Networks with Network Inversion. - Églen Protas; José Douglas Bratti; Joel D. O. Gaya; Paulo Drews Jr.; Silvia S. C. Botelho (ICMLA, 2017)

Visualization Techniques Applied to Image-to-Image Translation. - Églen Protas; José Douglas Bratti; Pedro O. C. S. Ribeiro; Paulo Drews Jr.; Silvia S. C. Botelho (BRACIS, 2018)

Visualization Methods for Image Transformation Convolutional Neural Networks. - Églen Protas; José Douglas Bratti; Joel Felipe de Oliveira Gaya; Paulo Drews Jr.; Silvia S. C. Botelho (IEEE Trans. Neural Networks Learn. Syst., 2019)

Automatic Mapping of Center Pivot Irrigation Systems from Satellite Images Using Deep Learning. - Marciano Saraiva; Églen Protas; Moisés P. G. Salgado; Carlos Souza (Remote. Sens., 2020)

Underwater image segmentation in the wild using deep learning. - Paulo Drews Jr.; Isadora de Souza; Igor P. Maurell; Églen Protas; Silvia S. C. Botelho (J. Braz. Comput. Soc., 2021)