CNN-Based Luminance And Color Correction For ILL-Exposed Images. - Cristiano Rafael Steffens; Valquiria Huttner; Lucas Ricardo Vieira Messias; Paulo L. J. Drews-Jr; Silvia S. C. Botelho; Rodrigo da Silva Guerra (ICIP, 2019)

Contrast Enhancement and Image Completion: A CNN Based Model to Restore Ill Exposed Images. - Cristiano Rafael Steffens; Lucas Ricardo Vieira Messias; Paulo Drews Jr.; Silvia Silva da Costa Botelho (INDIN, 2019)

Can Exposure, Noise and Compression Affect Image Recognition? An Assessment of the Impacts on State-of-the-Art ConvNets. - Cristiano Rafael Steffens; Lucas Ricardo Vieira Messias; Paulo Lilles Jorge Drews Junior; Silvia Silva da Costa Botelho (LARS/SBR/WRE, 2019)

Unsupervised Learning Method for Encoder-Decoder-Based Image Restoration. - Claudio Dornelles Mello Jr.; Lucas Ricardo Vieira Messias; Paulo Lilles Jorge Drews Junior; Silvia S. C. Botelho (BRACIS, 2020)

A Pipelined Approach to Deal with Image Distortion in Computer Vision. - Cristiano Rafael Steffens; Lucas Ricardo Vieira Messias; Paulo Lilles Jorge Drews Junior; Silvia Silva da Costa Botelho (BRACIS, 2020)

CNN Based Image Restoration. - Cristiano Rafael Steffens; Lucas Ricardo Vieira Messias; Paulo L. J. Drews-Jr; Silvia Silva da Costa Botelho (J. Intell. Robotic Syst., 2020)

On Robustness of Robotic and Autonomous Systems Perception. - Cristiano Rafael Steffens; Lucas Ricardo Vieira Messias; Paulo Lilles Drews Jr.; Silvia Silva da Costa Botelho (J. Intell. Robotic Syst., 2021)

Attention-Based Neural Network For Ill-Exposed Image Correction. - Lucas Ricardo Vieira Messias; Paulo L. J. Drews-Jr; Silvia S. C. Botelho (ICIP, 2022)