A novel technique for robust training of deep networks with multisource weak labeled remote sensing data G Perantoni, L Bruzzone IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021 | 10 | 2021 |
Robust Training of Deep Neural Networks with Weakly Labelled Data G Perantoni, L Bruzzone Signal and Image Processing for Remote Sensing, 256-279, 2024 | 1* | 2024 |
A class-driven hierarchical ResNet for classification of multispectral remote sensing images G Weikmann, G Perantoni, L Bruzzone Image and Signal Processing for Remote Sensing XXIX 12733, 83-93, 2023 | 1 | 2023 |
A deep multiple instance learning approach based on coarse labels for high-resolution land-cover mapping G Perantoni, L Bruzzone Image and Signal Processing for Remote Sensing XXIX 12733, 127-140, 2023 | 1 | 2023 |
ESA CCI High Resolution Land Cover: Methodology and EO Data Processing Chain L Bruzzone, F Bovolo, P Gamba, L Maggiolo, K Meshkini, G Moser, ... ESA Living Planet Symposium 2022, 2022 | 1 | 2022 |
Bayesian Modelling of Multi-Year Crop Type Classification Using Deep Neural Networks and Hidden Markov Models G Perantoni, G Weikmann, L Bruzzone IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024 | | 2024 |