Keiller Nogueira

Towards better exploiting convolutional neural networks for remote sensing scene classification

Keiller Nogueira, Otávio A. B. Penatti, Jefersson A. dos Santos · Pattern Recognition · 2016 · 900 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +15

Do deep features generalize from everyday objects to remote sensing and aerial scenes domains?

Otávio A. B. Penatti, Keiller Nogueira, Jefersson A. dos Santos · 2015 · 708 citations · Full text

Remote Sensing Images, Convolutional Neural Network, Engineering +20

Exploiting ConvNet Diversity for Flooding Identification

Keiller Nogueira, Samuel G. Fadel, Ícaro Cavalcante Dourado et al. · IEEE Geoscience and Remote Sensing Letters · 2018 · 91 citations · Full text

Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery

Lucas Prado Osco, Keiller Nogueira, Ana Paula Marques Ramos et al. · Precision Agriculture · 2021 · 75 citations

Image Classification, Precision Agriculture, Machine Vision +11

Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning

José Augusto Correa Martins, Keiller Nogueira, Lucas Prado Osco et al. · Remote Sensing · 2021 · 66 citations · Full text

Convolutional Neural Network, Engineering, Forestry +23