Michele Volpi

A Survey of Active Learning Algorithms for Supervised Remote Sensing Image Classification

Devis Tuia, Michele Volpi, Loris Copa et al. · IEEE Journal of Selected Topics in Signal Processing · 2011 · 535 citations · Full text

Land cover mapping at very high resolution with rotation equivariant CNNs: Towards small yet accurate models

Diego Marcos, Michele Volpi, Benjamin Kellenberger et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2018 · 272 citations · Full text

Cartography, High Resolution, Machine Vision +15

Supervised change detection in VHR images using contextual information and support vector machines

Michele Volpi, Devis Tuia, Francesca Bovolo et al. · International Journal of Applied Earth Observation and Geoinformation · 2011 · 271 citations · Full text

Support Vector Machine, Image Classification, Machine Vision +13

Rotation Equivariant Vector Field Networks

Diego Marcos, Michele Volpi, Nikos Komodakis et al. · 2017 · 229 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17

Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification

Giona Matasci, Michele Volpi, Mikhaïl Kanevski et al. · IEEE Transactions on Geoscience and Remote Sensing · 2015 · 223 citations · Full text

Engineering, Machine Learning, Feature Extraction +17