Hugo Oliveira

RetailNet: A Deep Learning Approach for People Counting and Hot Spots Detection in Retail Stores

Valerio Nogueira, Hugo Oliveira, José Augusto Silva et al. · 2019 · 47 citations

Convolutional Neural Network, Scene Analysis, Engineering +17

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

Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples

Bruno A. A. Monteiro, Hugo Oliveira, Jefersson A. dos Santos · IEEE Geoscience and Remote Sensing Letters · 2022 · 22 citations

Few-shot Learning, Structured Prediction, Engineering +17

Deep Transfer Learning for Segmentation of Anatomical Structures in Chest Radiographs

Hugo Oliveira, Jefersson Dos Santos · 2018 · 20 citations

Computed Tomography, Medical Image Segmentation, Engineering +22