Mateus Pinto da Silva

According to our database, Mateus Pinto da Silva authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• 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

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