5 citations · 12 across the 5 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.CV2021
Learning to Segment Medical Images from Few-Shot Sparse Labels
Pedro H. T. Gama, Hugo Oliveira, Jefersson A. dos Santos
In this paper, we propose a novel approach for few-shot semantic segmentation with sparse labeled images. We investigate the effectiveness of our method, which is based on the Mode…
cs.CV2021
Opening Deep Neural Networks with Generative Models
Marcos Vendramini, Hugo Oliveira, Alexei Machado +1
Image classification methods are usually trained to perform predictions taking into account a predefined group of known classes. Real-world problems, however, may not allow for a f…