Andrea Marinoni

DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing

Yuanchao Su, Jun Li, Antonio Plaza et al. · IEEE Transactions on Geoscience and Remote Sensing · 2019 · 296 citations

Source Separation, Engineering, Machine Learning +16

Deep building footprint update network: A semi-supervised method for updating existing building footprint from bi-temporal remote sensing images

Haonan Guo, Qian Shi, Andrea Marinoni et al. · Remote Sensing of Environment · 2021 · 177 citations

Built Environment, Image Classification, Machine Vision +14

Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions

Mengxi Liu, Qian Shi, Andrea Marinoni et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 173 citations · Full text

Stacked Nonnegative Sparse Autoencoders for Robust Hyperspectral Unmixing

Yuanchao Su, Andrea Marinoni, Jun Li et al. · IEEE Geoscience and Remote Sensing Letters · 2018 · 117 citations

Sparse Representation, Anomaly Detection, Image Analysis +15

UGS-1m: fine-grained urban green space mapping of 31 major cities in China based on the deep learning framework

Qian Shi, Mengxi Liu, Andrea Marinoni et al. · Earth system science data · 2023 · 108 citations · Full text

Convolutional Neural Network, General Deep Learning, Engineering +26