Green Coverage Detection on Sub-orbital Plantation Images Using Anomaly Detection. - Gabriel B. Paranhos da Costa; Moacir P. Ponti Jr. (CIARP (2), 2013)

Partially Supervised Anomaly Detection Using Convex Hulls on a 2D Parameter Space. - Gabriel B. Paranhos da Costa; Moacir P. Ponti Jr.; Alejandro C. Frery (PSL, 2013)

Improving Non-local Video Denoising with Local Binary Patterns and Image Quantization. - Welinton A. Contato; Tiago S. Nazaré; Gabriel B. Paranhos da Costa; Moacir Ponti; João do E. S. Batista Neto (SIBGRAPI, 2016)

Precision Agriculture: Using Low-Cost Systems to Acquire Low-Altitude Images. - Moacir Ponti; Arthur A. Chaves; Fábio R. Jorge; Gabriel B. Paranhos da Costa; Adimara Bentivoglio Colturato; Kalinka Regina Lucas Jaquie Castelo Branco (IEEE Computer Graphics and Applications, 2016)

An empirical study on the effects of different types of noise in image classification tasks. - Gabriel B. Paranhos da Costa; Welinton A. Contato; Tiago S. Nazaré; João do E. S. Batista Neto; Moacir Ponti (CoRR, 2016)

Deep Convolutional Neural Networks and Noisy Images. - Tiago S. Nazaré; Gabriel B. Paranhos da Costa; Welinton A. Contato; Moacir Ponti (CIARP, 2017)

Color Quantization in Transfer Learning and Noisy Scenarios: An Empirical Analysis Using Convolutional Networks. - Tiago Santana de Nazaré; Gabriel de Barros Paranhos da Costa; Rodrigo Fernandes de Mello; Moacir Antonelli Ponti (SIBGRAPI, 2018)

Como funciona o Deep Learning. - Moacir Antonelli Ponti; Gabriel B. Paranhos da Costa (CoRR, 2018)

Supervised and unsupervised relevance sampling in handcrafted and deep learning features obtained from image collections. - Moacir A. Ponti; Gabriel B. Paranhos da Costa; Fernando Pereira dos Santos; Kaue U. Silveira (Appl. Soft Comput., 2019)