Ian Monteiro Nunes

According to our database, Ian Monteiro Nunes authored at least 12 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Data-Centric AI for Tropical Agricultural Mapping: Challenges, Strategies and Scalable Solutions.

Mateus Pinto da Silva, Sabrina P. L. P. Correa, Hugo N. Oliveira, Ian Monteiro Nunes, Jefersson A. dos Santos

CoRR, October, 2025

A Lightweight Pipeline for Crop Time-Series Parcel Classification via Self-Supervision.

Mateus Pinto da Silva, Lucas Vieira, Cleverton Tiago Carneiro de Santana, Ian Monteiro Nunes, Jefersson A. dos Santos, Hugo N. Oliveira

IEEE Geosci. Remote. Sens. Lett., 2025

Advancing agricultural remote sensing: A comprehensive review of deep supervised and Self-Supervised Learning for crop monitoring.

Mateus Pinto da Silva, Sabrina P. L. P. Correa, Mariana Albuquerque Reynaud Schaefer, Julio C. S. Reis, Ian Monteiro Nunes, Jefersson A. dos Santos, Hugo N. Oliveira

Comput. Graph., 2025

Pondere e Expanda: Impacto e Limitações de Representações Contextual-Esparsas na Modelagem de Tópicos.

Ana Cláudia Machado, Celso França, Ian Nunes, Marcos André Gonçalves, Leonardo Rocha

Proceedings of the 40th Brazilian Symposium on Databases, 2025

Muitas Classes Desbalanceadas? Não Classifique - Ranqueie! Uma Abordagem Baseada em Retrieval-Augmented Generation (RAG)-labels para Classificação Textual Multi-classe.

Celso França, Ian Nunes, Thiago Salles, Washington Cunha, Gabriel Jallais, Leonardo Rocha, Marcos André Gonçalves

Proceedings of the 40th Brazilian Symposium on Databases, 2025

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, Jefersson A. dos Santos

Comput. Graph., 2024

FuSC: Fusing Superpixels for Improved Semantic Consistency.

Ian Monteiro Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos

IEEE Access, 2024

Learning Visual Patterns in Remote Sensing: An Overview of Agricultural Applications.

Mateus Pinto da Silva, Mariana Albuquerque Reynaud Schaefer, Hugo N. Oliveira, Julio C. S. Reis, Ian Monteiro Nunes, Jefersson A. dos Santos

Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

2023

A systematic review on open-set segmentation.

Ian Nunes, Camila Laranjeira, Hugo N. Oliveira, Jefersson A. dos Santos

Comput. Graph., October, 2023

2022

FuSS: Fusing Superpixels for Improved Segmentation Consistency.

Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi

CoRR, 2022

Deep Open-Set Segmentation in Visual Learning.

Ian Nunes, Marcus Poggi, Hugo N. Oliveira, Matheus Barros Pereira, Jefersson A. dos Santos

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Conditional Reconstruction for Open-Set Semantic Segmentation.

Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022