Image Segmentation and Classification with SLIC Superpixel and Convolutional Neural Network in Forest Context. - José Augusto Correa Martins; José Marcato Junior; Geazy Menezes; Hemerson Pistori; Diego Sant'Ana; Wesley Nunes Gonçalves (IGARSS, 2019)

Machine learning and SLIC for Tree Canopies segmentation in urban areas. - José Augusto Correa Martins; Geazy Menezes; Wesley Nunes Gonçalves; Diego André Sant'Ana; Lucas Prado Osco; Veraldo Liesenberg; Jonathan Li 001; Lingfei Ma; Paulo Tarso Sanches de Oliveira; Gilberto Astolfi; Hemerson Pistori; José Marcato Junior (Ecol. Informatics, 2021)

Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning. - José Augusto Correa Martins; Keiller Nogueira; Lucas Prado Osco; Felipe David Georges Gomes; Danielle Elis Garcia Furuya; Wesley Nunes Gonçalves; Diego André Sant'Ana; Ana Paula Marques Ramos; Veraldo Liesenberg; Jefersson Alex dos Santos; Paulo Tarso Sanches de Oliveira; José Marcato Junior (Remote. Sens., 2021)

Non-intrusively estimating the live body biomass of Pintado Real® fingerlings: A feature selection approach. - Marcio Carneiro Brito Pache; Diego André Sant'Ana; Fábio Prestes Cesar Rezende; João Vitor de Andrade Porto; João Victor Araújo Rozales; Vanessa Aparecida de Moraes Weber; Adair da Silva Oliveira Junior; Vanir Garcia; Marco Hiroshi Naka; Hemerson Pistori (Ecol. Informatics, 2022)

Prediction of fingerling biomass with deep learning. - Marcio Carneiro Brito Pache; Diego André Sant'Ana; João Victor Araújo Rozales; Vanessa Aparecida de Moraes Weber; Adair da Silva Oliveira Junior; Vanir Garcia; Hemerson Pistori; Marco Hiroshi Naka (Ecol. Informatics, 2022)

Computer vision system for superpixel classification and segmentation of sheep. - Diego André Sant'Ana; Marcio Carneiro Brito Pache; José Martins; Gilberto Astolfi; Wellington Pereira Soares; Sebastião Lucas Neves de Melo; Natália da Silva Heimbach; Vanessa Aparecida de Moraes Weber; Rodrigo Gonçalves Mateus; Hemerson Pistori (Ecol. Informatics, 2022)

An approach for applying natural language processing to image classification problems. - Gilberto Astolfi; Diego André Sant'Ana; João Vitor de Andrade Porto; Fábio Prestes Cesar Rezende; Everton Castelão Tetila; Edson Takashi Matsubara; Hemerson Pistori (Neurocomputing, 2022)

Sheep Behavioral Analysis with Optical Flow. - Pedro Henrique Neves da Silva; Rodrigo Gonçalves Mateus; Diego André Sant'Ana; Sebastião Lucas Neves de Melo; Hemerson Pistori (RITA, 2025)