Conditional Reconstruction for Open-Set Semantic Segmentation. - Ian Nunes; Matheus Barros Pereira; Hugo N. Oliveira 001; Jefersson A. dos Santos; Marcus Poggi (ICIP, 2022)

Deep Open-Set Segmentation in Visual Learning. - Ian Nunes; Marcus Poggi; Hugo N. Oliveira 001; Matheus Barros Pereira; Jefersson A. dos Santos (SIBGRAPI, 2022)

FuSS: Fusing Superpixels for Improved Segmentation Consistency. - Ian Nunes; Matheus Barros Pereira; Hugo N. Oliveira 001; Jefersson A. dos Santos; Marcus Poggi (CoRR, 2022)

A systematic review on open-set segmentation. - Ian Nunes; Camila Laranjeira; Hugo N. Oliveira 001; Jefersson A. dos Santos (Comput. Graph., 2023)

Learning Visual Patterns in Remote Sensing: An Overview of Agricultural Applications. - Mateus Pinto da Silva; Mariana Albuquerque Reynaud Schaefer; Hugo N. Oliveira 001; Julio C. S. Reis; Ian Monteiro Nunes; Jefersson A. dos Santos (SIBGRAPI, 2024)

FuSC: Fusing Superpixels for Improved Semantic Consistency. - Ian Monteiro Nunes; Matheus Barros Pereira; Hugo N. Oliveira 001; Jefersson A. dos Santos (IEEE Access, 2024)

From superpixels to foundational models: An overview of unsupervised and generalizable image segmentation. - Cristiano N. Rodrigues; Ian Monteiro Nunes; Matheus Barros Pereira; Hugo N. Oliveira 001; Jefersson A. dos Santos (Comput. Graph., 2024)

A Lightweight Pipeline for Crop Time-Series Parcel Classification via Self-Supervision. - Mateus Pinto da Silva; Lucas Vieira; Cleverton T. C. de Santana; Ian Monteiro Nunes; Jefersson A. dos Santos; Hugo N. Oliveira 001 (IEEE Geosci. Remote. Sens. Lett., 2025)