Contextual remote-sensing image classification through support vector machines, Markov random fields and graph cuts. - Andrea De Giorgi; Gabriele Moser; Sebastiano Bruno Serpico (IGARSS, 2014)

Parameter optimization for Markov random field models for remote sensing image classification through sequential minimal optimization. - Andrea De Giorgi; Gabriele Moser; Sebastiano B. Serpico (IGARSS, 2015)

Kernel-based Learning for Fault Detection and identification in fuel cell Systems. - Gabriele Moser; Paola Costamagna; Andrea De Giorgi; Lissy Pellaco; Andrea Trucco; Sebastiano B. Serpico (Handbook of Pattern Recognition and Computer Vision, 2016)

Supervised classification of thermal infrared hyperspectral images through Bayesian, Markovian, and region-based approaches. - Francesco Barisione; David Solarna; Andrea De Giorgi; Gabriele Moser; Sebastiano B. Serpico (IGARSS, 2016)

Fault Diagnosis Strategies for SOFC-Based Power Generation Plants. - Paola Costamagna; Andrea De Giorgi; Alberto Gotelli; Loredana Magistri; Gabriele Moser; Emanuele Sciaccaluga; Andrea Trucco (Sensors, 2016)

Multiresolution Supervised Classification of Panchromatic and Multispectral Images by Markov Random Fields and Graph Cuts. - Gabriele Moser; Andrea De Giorgi; Sebastiano Bruno Serpico (IEEE Trans. Geosci. Remote. Sens., 2016)

Very High Resolution Optical Image Classification Using Watershed Segmentation and a Region-Based Kernel. - Andrea De Giorgi; Gabriele Moser; Giovanni Poggi; Giuseppe Scarpa; Sebastiano B. Serpico (IGARSS, 2018)

Novel pattern recognition methods for classification and detection in remote sensing and power generation applications. - Andrea De Giorgi (2018)

Recovery Monitoring in Haiti After Hurricane Matthew Through Markov Random Fields and A Region-Based Approach. - Andrea De Giorgi; Gabriele Moser; Giorgio Boni; Anna Rita Pisani; Deodato Tapete; Simona Zoffoli; Sebastiano B. Serpico (IGARSS, 2019)

Monitoring the Recovery after 2016 Hurricane Matthew in Haiti via Markovian Multitemporal Region-Based Modeling. - Andrea De Giorgi; David Solarna; Gabriele Moser; Deodato Tapete; Francesca Cigna; Giorgio Boni; Roberto Rudari; Sebastiano Bruno Serpico; Anna Rita Pisani; Antonio Montuori; Simona Zoffoli (Remote. Sens., 2021)