1 citations · 2 across the 3 of their papers we have counts for
3 papers
Data-Centric AI for Tropical Agricultural Mapping: Challenges, Strategies and Scalable Solutions
Mateus Pinto da Silva, Sabrina P. L. P. Correa, Hugo N. Oliveira +2
Mapping agriculture in tropical areas through remote sensing presents unique challenges, including the lack of high-quality annotated data, the elevated costs of labeling, data var…
FuSS: Fusing Superpixels for Improved Segmentation Consistency
Ian Nunes, Matheus B. Pereira, Hugo Oliveira +2
In this work, we propose two different approaches to improve the semantic consistency of Open Set Semantic Segmentation. First, we propose a method called OpenGMM that extends the…
Conditional Reconstruction for Open-set Semantic Segmentation
Ian Nunes, Matheus B. Pereira, Hugo Oliveira +2
Open set segmentation is a relatively new and unexploredtask, with just a handful of methods proposed to model suchtasks.We propose a novel method called CoReSeg thattackles the is…