Perantoni, Gianmarco
Perantoni, Gianmarco
Ingegneria e scienza dell'Informaz (29/10/12-)
A Class-Driven hierarchical ResNet for Classification of Multispectral Remote Sensing Images
2023-01-01 Weikmann, Giulio; Perantoni, Gianmarco; Bruzzone, Lorenzo
A deep multiple instance learning approach based on coarse labels for high-resolution land-cover mapping
2023-01-01 Perantoni, Gianmarco; Bruzzone, Lorenzo
A Novel Technique for Robust Training of Deep Networks With Multisource Weak Labeled Remote Sensing Data
2022-01-01 Perantoni, Gianmarco; Bruzzone, Lorenzo
A Semantics-Aware Hierarchical Consensus Framework to Classification of RS Images
2026-01-01 Weikmann, Giulio; Perantoni, Gianmarco; Bruzzone, Lorenzo
Adaptive Gradient Calibration for Single-Positive Multi-Label Learning in Remote Sensing Image Scene Classification
2026-01-01 Liu, Chenying; Perantoni, Gianmarco; Bruzzone, Lorenzo; Xiang Zhu, Xiao
Bayesian Modelling of Multi-Year Crop Type Classification Using Deep Neural Networks and Hidden Markov Models
2024-01-01 Perantoni, Gianmarco; Weikmann, Giulio; Bruzzone, Lorenzo
ESA CCI High Resolution Land Cover: Methodology and EO Data Processing Chain
2022-01-01 Bruzzone, L.; Bovolo, F.; Gamba, P.; Maggiolo, L.; Meshkini, K.; Moser, G.; Paris, C.; Perantoni, G.; Podsiadlo, I.; Solarna, D.; Sorriso, T.; Zanetti, M.
Robust Deep Learning Methodologies for Weakly Supervised Remote Sensing Image Classification
2025-10-23 Perantoni, Gianmarco
Robust Training of Deep Neural Networks with Weakly Labelled Data
2024-01-01 Perantoni, Gianmarco; Bruzzone, Lorenzo
Semantics-Aware Hierarchical Consensus Learning for Remote Sensing Image Classification
2026-01-01 Weikmann, Giulio; Perantoni, Gianmarco; Bruzzone, Lorenzo