| DAEN: Deep autoencoder networks for hyperspectral unmixing Y Su, J Li, A Plaza, A Marinoni, P Gamba, S Chakravortty IEEE Transactions on Geoscience and Remote Sensing 57 (7), 4309-4321, 2019 | 257 | 2019 |
| Deep building footprint update network: A semi-supervised method for updating existing building footprint from bi-temporal remote sensing images H Guo, Q Shi, A Marinoni, B Du, L Zhang Remote Sensing of Environment 264, 112589, 2021 | 127 | 2021 |
| Stacked nonnegative sparse autoencoders for robust hyperspectral unmixing Y Su, A Marinoni, J Li, J Plaza, P Gamba IEEE Geoscience and Remote Sensing Letters 15 (9), 1427-1431, 2018 | 106 | 2018 |
| Super-resolution-based change detection network with stacked attention module for images with different resolutions M Liu, Q Shi, A Marinoni, D He, X Liu, L Zhang IEEE Transactions on Geoscience and Remote Sensing 60, 1-18, 2021 | 103 | 2021 |
| Semantic labeling of high resolution aerial imagery and LiDAR data with fine segmentation network X Pan, L Gao, A Marinoni, B Zhang, F Yang, P Gamba Remote sensing 10 (5), 743, 2018 | 64 | 2018 |
| A Novel Approach for Efficient -Linear Hyperspectral Unmixing A Marinoni, P Gamba IEEE Journal of Selected Topics in Signal Processing 9 (6), 1156-1168, 2015 | 62 | 2015 |
| Combined InSAR and terrestrial structural monitoring of bridges S Selvakumaran, C Rossi, A Marinoni, G Webb, J Bennetts, E Barton, ... IEEE Transactions on Geoscience and Remote Sensing 58 (10), 7141-7153, 2020 | 52 | 2020 |
| Sea ice classification of SAR imagery based on convolution neural networks S Khaleghian, H Ullah, T Kræmer, N Hughes, T Eltoft, A Marinoni Remote Sensing 13 (9), 1734, 2021 | 51 | 2021 |
| Hyperspectral image classification based on a shuffled group convolutional neural network with transfer learning Y Liu, L Gao, C Xiao, Y Qu, K Zheng, A Marinoni Remote Sensing 12 (11), 1780, 2020 | 44 | 2020 |
| Nonlinear hyperspectral unmixing using nonlinearity order estimation and polytope decomposition A Marinoni, J Plaza, A Plaza, P Gamba IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015 | 43 | 2015 |
| Harmonic mixture modeling for efficient nonlinear hyperspectral unmixing A Marinoni, A Plaza, P Gamba IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016 | 39 | 2016 |
| Unsupervised data driven feature extraction by means of mutual information maximization A Marinoni, P Gamba IEEE Transactions on Computational Imaging 3 (2), 243-253, 2017 | 36 | 2017 |
| Nonnegative sparse autoencoder for robust endmember extraction from remotely sensed hyperspectral images Y Su, A Marinoni, J Li, A Plaza, P Gamba 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017 | 35 | 2017 |
| An improved spatial and temporal reflectance unmixing model to synthesize time series of Landsat-like images J Ma, W Zhang, A Marinoni, L Gao, B Zhang Remote Sensing 10 (9), 1388, 2018 | 34 | 2018 |
| UGS-1m: Fine-grained urban green space mapping of 34 major cities in China based on the deep learning framework Q Shi, M Liu, A Marinoni, X Liu Earth System Science Data Discussions 2022, 1-23, 2022 | 32 | 2022 |
| A new algorithm for bilinear spectral unmixing of hyperspectral images using particle swarm optimization W Luo, L Gao, A Plaza, A Marinoni, B Yang, L Zhong, P Gamba, B Zhang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016 | 27 | 2016 |
| Integrating spatial information in the normalized P-linear algorithm for nonlinear hyperspectral unmixing M Tang, L Gao, A Marinoni, P Gamba, B Zhang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017 | 26 | 2017 |
| Accurate detection of anthropogenic settlements in hyperspectral images by higher order nonlinear unmixing A Marinoni, P Gamba IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015 | 26 | 2015 |
| Integration of administrative, clinical, and environmental data to support the management of type 2 diabetes mellitus: From satellites to clinical care A Dagliati, A Marinoni, C Cerra, P Decata, L Chiovato, P Gamba, ... Journal of diabetes science and technology 10 (1), 19-26, 2016 | 23 | 2016 |
| Multiharmonic postnonlinear mixing model for hyperspectral nonlinear unmixing M Tang, B Zhang, A Marinoni, L Gao, P Gamba IEEE Geoscience and Remote Sensing Letters 15 (11), 1765-1769, 2018 | 21 | 2018 |
