New Frontiers in Spectral-Spatial Hyperspectral Image Classification: The Latest Advances Based on Mathematical Morphology, Markov Random Fields, Segmentation, Sparse Representation, and Deep Learning

Pedram Ghamisi, Emmanuel Maggiori, Shutao Li, +9

IEEE Geoscience and Remote Sensing Magazine

EngineeringMachine LearningMultispectral ImagingEarth ScienceImage Classification +18

Wearable Technologies for Mental Workload, Stress, and Emotional State Assessment during Working-Like Tasks: A Comparison with Laboratory Technologies

Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, +8

Sensors

Validation of a Light EEG-Based Measure for Real-Time Stress Monitoring during Realistic Driving

Nicolina Sciaraffa, Gianluca Di Flumeri, Daniele Germano, +9

Brain Sciences

EngineeringMeasurementWearable TechnologySafety ScienceNeurophysiological Biomarkers +23

A Classification Approach for Model-Based Fault Diagnosis in Power Generation Systems Based on Solid Oxide Fuel Cells

Paola Costamagna, Andrea Giorgi, Loredana Magistri, +3

IEEE Transactions on Energy Conversion

Fault DiagnosisPower Generation SystemsEngineeringMachine LearningClassification Approach +17

Data-driven techniques for fault diagnosis in power generation plants based on solid oxide fuel cells

Paola Costamagna, Andrea Giorgi, Gabriele Moser, +2

Energy Conversion and Management

Fault DiagnosisElectrical EngineeringReliability EngineeringEngineeringData Science +8

Evaluation of a New Lightweight EEG Technology for Translational Applications of Passive Brain-Computer Interfaces

Nicolina Sciaraffa, Gianluca Di Flumeri, Daniele Germano, +7

Frontiers in Human Neuroscience

Medical ElectronicsEngineeringWearable TechnologyTemporal ResolutionBiomedical Engineering +17

3D Registration by Textured Spin-Images

N. Brusco, Marco Andreetto, Andrea Giorgi, +1

Engineering3D Pose EstimationBiometricsTexture Information3D Computer Vision +14

Wearable Technologies for Electrodermal and Cardiac Activity Measurements: A Comparison between Fitbit Sense, Empatica E4 and Shimmer GSR3+

Vincenzo Ronca, Ana C. Martinez-Levy, Alessia Vozzi, +6

Sensors

Fitness TrackingWearable SystemPhysical ActivityEngineeringShimmer Gsr3+ +18

Multiresolution Supervised Classification of Panchromatic and Multispectral Images by Markov Random Fields and Graph Cuts

Gabriele Moser, Andrea Giorgi, Sebastiano B. Serpico

IEEE Transactions on Geoscience and Remote Sensing

Markovian Energy MinimizationEngineeringMachine LearningMultispectral ImagingMulti-image Fusion +16

EEG-Based Index for Timely Detecting User’s Drowsiness Occurrence in Automotive Applications

Gianluca Di Flumeri, Vincenzo Ronca, Andrea Giorgi, +8

Frontiers in Human Neuroscience