Luigi Russo

According to our database, Luigi Russo authored at least 17 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

An Object-Based Deep Learning Approach for Building Height Estimation from Single SAR Images.

Babak Memar, Luigi Russo, Silvia Liberata Ullo, Paolo Gamba

CoRR, July, 2025

A Deep Learning framework for building damage assessment using VHR SAR and geospatial data: demonstration on the 2023 Turkiye Earthquake.

Luigi Russo, Deodato Tapete, Silvia Liberata Ullo, Paolo Gamba

CoRR, June, 2025

A Deep Learning Architecture for Land Cover Mapping Using Spatio-Temporal Sentinel-1 Features.

Luigi Russo, Antonietta Sorriso, Silvia Liberata Ullo, Paolo Gamba

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Enhancing Local Climate Zone Classification With MSCA-MSLCZNet: A Multistream Deep Learning Approach.

Ximing Liu, Luigi Russo, Wenbo Li, Alim Samat, Silvia Liberata Ullo, Paolo Gamba

IEEE Geosci. Remote. Sens. Lett., 2025

Building Height Estimation from COSMO-SkyMed Imagery through Deep Learning Methods.

Babak Memar, Luigi Russo, Silvia Liberata Ullo, Paolo Gamba

Proceedings of the Joint Urban Remote Sensing Event, 2025

A Quantum-assisted Attention U-Net for Building Segmentation over Tunis using Sentinel-1 Data.

Luigi Russo, Francesco Mauro, Babak Memar, Alessandro Sebastianelli, Silvia Liberata Ullo, Paolo Gamba

Proceedings of the Joint Urban Remote Sensing Event, 2025

2024

SEN12-WATER: A New Dataset for Hydrological Applications and its Benchmarking.

Luigi Russo, Francesco Mauro, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo

CoRR, 2024

Using Multi-Temporal Sentinel-1 and Sentinel-2 Data for Water Bodies Mapping.

Luigi Russo, Francesco Mauro, Babak Memar, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo

Proceedings of the IGARSS 2024, 2024

A U-Net Architecture for Building Segmentation Through Very High Resolution Cosmo-Skymed Imagery.

Babak Memar, Luigi Russo, Silvia Liberata Ullo

Proceedings of the IGARSS 2024, 2024

2023

Learning for Online Mixed-Integer Model Predictive Control With Parametric Optimality Certificates.

Luigi Russo, Siddharth H. Nair, Luigi Glielmo, Francesco Borrelli

IEEE Control. Syst. Lett., 2023

A Vision-Based Algorithm for a Path Following Problem.

Mario Terlizzi, Giuseppe Silano, Luigi Russo, Muhammad Aatif, Amin Basiri, Valerio Mariani, Luigi Iannelli, Luigi Glielmo

CoRR, 2023

Estimation of Ground NO2 Measurements from Sentinel-5P Tropospheric Data through Categorical Boosting.

Francesco Mauro, Luigi Russo, Fjoralba Janku, Alessandro Sebastianelli, Silvia Liberata Ullo

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

2022

A fuzzy logic-based approach for fault diagnosis and condition monitoring of industry 4.0 manufacturing processes.

Mirko Mazzoleni, Kisan Sarda, Antonio Acernese, Luigi Russo, Leonardo Manfredi, Luigi Glielmo, Carmen Del Vecchio

Eng. Appl. Artif. Intell., 2022

2021

A Reinforcement Learning approach for pedestrian collision avoidance and trajectory tracking in autonomous driving systems.

Luigi Russo, Mario Terlizzi, Massimo Tipaldi, Luigi Glielmo

Proceedings of the 5th International Conference on Control and Fault-Tolerant Systems, 2021

Fault Detection and Diagnosis in Steel Industry: a One Class-Support Vector Machine Approach.

Luigi Russo, Kisan Sarda, Luigi Glielmo, Antonio Acernese

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

A Novel Algorithm for Lane Detection based on Iterative Tree Search.

Mario Terlizzi, Luigi Russo, Enrico Picariello, Luigi Glielmo

Proceedings of the IEEE International Workshop on Metrology for Automotive, 2021

A comparison of envelope and statistical analyses for bearing diagnosis in hot steel rolling mill lines.

Kisan Sarda, Antonio Acernese, Luigi Russo, Mirko Mazzoleni

Proceedings of the IECON 2021, 2021