Weed detection in soybean crops using ConvNets. - Alessandro dos Santos Ferreira; Daniel Matte Freitas; Gercina Gonçalves da Silva; Hemerson Pistori; Marcelo Theophilo Folhes (Comput. Electron. Agric., 2017)

Unsupervised deep learning and semi-automatic data labeling in weed discrimination. - Alessandro dos Santos Ferreira; Daniel Matte Freitas; Gercina Gonçalves da Silva; Hemerson Pistori; Marcelo Theophilo Folhes (Comput. Electron. Agric., 2019)

Unsupervised domain adaptation using transformers for sugarcane rows and gaps detection. - Alessandro dos Santos Ferreira; José Marcato Junior; Hemerson Pistori; Farid Melgani; Wesley Nunes Gonçalves (Comput. Electron. Agric., 2022)

Data Augmentation and Resolution Enhancement using GANs and Diffusion Models for Tree Segmentation. - Alessandro dos Santos Ferreira; Ana Paula Marques Ramos; José Marcato Junior; Wesley Nunes Gonçalves (CoRR, 2025)