Pedro H. T. Gama

Weakly Supervised Few-Shot Segmentation via Meta-Learning

Pedro H. T. Gama, Hugo Oliveira, José Marcato et al. · IEEE Transactions on Multimedia · 2022 · 28 citations

Few-shot Learning, Engineering, Machine Learning +16

An overview on Meta-learning approaches for Few-shot Weakly-supervised Segmentation

Pedro H. T. Gama, Hugo Oliveira, Jefersson A. dos Santos et al. · Computers & Graphics · 2023 · 26 citations

Few-shot Learning, Meta-learning (Computer Science), Image Analysis +9

Meta-learners for few-shot weakly-supervised medical image segmentation

Hugo Oliveira, Pedro H. T. Gama, Isabelle Bloch et al. · Pattern Recognition · 2024 · 17 citations · Full text

Few-shot Learning, Medical Image Segmentation, Image Analysis +11

A Tool for Bridge Detection in Major Infrastructure Works Using Satellite Images

Keiller Nogueira, Caio César, Pedro H. T. Gama et al. · 2019 · 12 citations

Convolutional Neural Network, Engineering, Machine Learning +22

Imputation in well log data: A benchmark for machine learning methods

Pedro H. T. Gama, J F R Faria, Jessica Sena et al. · Computers & Geosciences · 2024 · 10 citations