Umberto Michelucci

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Measurement Errors

Remote Sensing Imagery

Machine Learning

Top Venues

Publications

Safouane El Ghazouali, Arnaud Gucciardi, Nicola Venturi, Michael Rueegsegger, Umberto Michelucci
FlightScope: A Deep Comprehensive Assessment of Aircraft Detection Algorithms in Satellite Imagery. CoRR (2024)
Safouane El Ghazouali, Youssef Mhirit, Ali Oukhrid, Umberto Michelucci, Hichem Nouira
FusionVision: A Comprehensive Approach of 3D Object Reconstruction and Segmentation from RGB-D Cameras Using YOLO and Fast Segment Anything. Sensors 24 (9) (2024)
Safouane El Ghazouali, Youssef Mhirit, Ali Oukhrid, Umberto Michelucci, Hichem Nouira
FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anything. CoRR (2024)
Loddo Fabio, Dario Piga, Umberto Michelucci, El Ghazouali Safouane
BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery. CoRR (2024)
Arnaud Gucciardi, Safouane El Ghazouali, Francesca Venturini, Vida Groznik, Umberto Michelucci
Symbrain: A large-scale dataset of MRI images for neonatal brain symmetry analysis. CoRR (2024)
Safouane El Ghazouali, Arnaud Gucciardi, Umberto Michelucci
Class-Conditional self-reward mechanism for improved Text-to-Image models. CoRR (2024)
Umberto Michelucci, Francesca Venturini
Deep Learning Domain Adaptation to Understand Physico-Chemical Processes from Fluorescence Spectroscopy Small Datasets: Application to Ageing of Olive Oil. CoRR (2024)
Francesca Venturini, Silvan Fluri, Manas Mejari, Michael Baumgartner, Dario Piga, Umberto Michelucci
Shedding Light on the Ageing of Extra Virgin Olive Oil: Probing the Impact of Temperature with Fluorescence Spectroscopy and Machine Learning Techniques. CoRR (2023)
Umberto Michelucci, Francesca Venturini
New metric formulas that include measurement errors in machine learning for natural sciences. Expert Syst. Appl. 224 (2023)
Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martos, Marco Agostino Deriu
Dataset of Fluorescence Spectra and Chemical Parameters of Olive Oils. CoRR (2023)
Christian Schmid, Emanuele Laurenzi, Umberto Michelucci, Francesca Venturini
Explainable AI for the Olive Oil Industry. BIR (2023)
Umberto Michelucci, Francesca Venturini
New Metric Formulas that Include Measurement Errors in Machine Learning for Natural Sciences. CoRR (2022)
Arnaud Gucciardi, Monica Crotti, Nofar Ben Itzhak, Lisa Mailleux, Els Ortibus, Umberto Michelucci, Vida Groznik, Aleksander Sadikov
A new median filter application to deal with large windows of missing data in eye-gaze measurements. DETERMINED (2022)
Umberto Michelucci
An Introduction to Autoencoders. CoRR (2022)
Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martose, Marco Agostino Deriu
Physico-chemical properties extraction from the fluorescence spectrum with 1D-convolutional neural networks: application to olive oil. CoRR (2022)
Umberto Michelucci
On the High Symmetry of Neural Network Functions. CoRR (2022)
Umberto Michelucci, Francesca Venturini
Estimating Neural Network's Performance with Bootstrap: A Tutorial. Mach. Learn. Knowl. Extr. 3 (2) (2021)
Francesca Venturini, Michela Sperti, Umberto Michelucci, Ivo Herzig, Michael Baumgartner, Josep Palau Caballero, Arturo Jimenez, Marco Agostino Deriu
Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques. CoRR (2021)
Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini, Marco Agostino Deriu
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification. CoRR (2021)
Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini, Marco Agostino Deriu
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification. Algorithms 14 (11) (2021)
Francesca Venturini, Umberto Michelucci, Michael Baumgartner
Dual Oxygen and Temperature Luminescence Learning Sensor with Parallel Inference. Sensors 20 (17) (2020)
Umberto Michelucci, Francesca Venturini
Multi-Task Learning for Multi-Dimensional Regression: Application to Luminescence Sensing. CoRR (2020)
Umberto Michelucci, Michael Baumgartner, Francesca Venturini
Optical oxygen sensing with artificial intelligence. CoRR (2020)
Umberto Michelucci, Michael Baumgartner, Francesca Venturini
Optical Oxygen Sensing with Artificial Intelligence. Sensors 19 (4) (2019)
Umberto Michelucci, Francesca Venturini
Novel Semi-Parametric Algorithm for Interference-Immune Tunable Absorption Spectroscopy Gas Sensing. Sensors 17 (10) (2017)