MARCO MASTROFINI

Dottorando

ciclo: XXXVI
email: mastrofini.1486116@studenti.uniroma1.it
telefono: 3386085858
edificio: Scuola di Ingegneria Aerospaziale (Via Salaria 851)
stanza: ARCA-Lab/ Automation Robotics and Control for Aerospace Lab




co-supervisore: Fabio Curti

Ricerca: Tecniche di Intelligenza Artificiale applicate a sistemi di bordo per Space Surveillance e Tracking

2011 Technical High School Diploma at Istituto Tecnico Aeronautico di Stato "Francesco De Pinedo", Rome (Italy)

2015 Bachelor’s Degree in Aerospace Engineering (110/110 cum Laude) at Sapienza University of Rome, Rome (Italy) with the thesis: "Thermal Characterization of a Retroreflector Payload for Lunar Laser Ranging Missions"

2019 Master's Degree in Space and Astronautical Engineering (110/110 cum Laude) at Sapienza University of Rome, Rome (Italy) with the thesis: "Analysis and Development of guidance algorithms for autonomous satellite formation flying missions"

CONFERENCES:
-F. Curti, A. D’Ambrosio, I. Agostinelli, M. Mastrofini, M. Parisse,C. Facchinetti , L. Ansalone , A. Tuozzi , 28-31 January 2020, 5th IAA Conference on University Satellite Missions and CubeSat Workshop, Palazzo Rospigliosi, Rome (Italy), "Star sensor image on-board Processing for orbiting Objects deTection-SPOT", Poster presentation.

-M. Mastrofini , F. Latorre , I. Agostinelli , F. Curti ,“A convolutional neural network approach to star sensors image processing algorithms”. 2021 AAS/AIAA Atrodynamics Specialist Conference, Big Sky (9-12 August 2021), Virtual

Produzione scientifica

11573/1691493 - 2023 - YOLO v4 Based Algorithm for Resident Space Object Detection and Tracking
Mastrofini, M.; Goracci, G.; Agostinelli, I.; Curti, F. - 04b Atto di convegno in volume
congresso: 2nd International Conference on Applied Intelligence and Informatics , AII 2022 (Reggio Calabria, Italy)
libro: The Use of Artificial Intelligence for Space Applications - (978-3-031-25754-4; 978-3-031-25755-1)

11573/1667858 - 2023 - Design and validation of a U-net-based algorithm for star sensor image segmentation
Mastrofini, Marco; Agostinelli, Ivan; Curti, Fabio - 01a Articolo in rivista
rivista: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-27 - issn: 2076-3417 - wos: WOS:000933769900001 (2) - scopus: 2-s2.0-85148004240 (2)

11573/1691498 - 2022 - REAL-TIME IMAGE PROCESSING IMPLEMENTATION FOR ON-BOARD OBJECT DETECTION AND TRACKING
Farissi, Mohamed Salim; Mastrofini, Marco; Agostinelli, Ivan; Goracci, Gilberto; Curti, Fabio; Facchinetti, Claudia; Ansalone, Luigi - 04b Atto di convegno in volume
congresso: 2022 AAS/AIAA Astrodynamics Specialist Conference (Charlotte (North Carolina - USA))
libro: Proceedings of 2022 AAS/AIAA Astrodynamics Specialist Conference - ()

11573/1691497 - 2022 - RESIDENT SPACE OBJECTS DETECTION AND TRACKING BASED ON ARTIFICIAL INTELLIGENCE
Mastrofini, Marco; Goracci, Gilberto; Agostinelli, Ivan; Farissi, Mohamed Salim; Curti, Fabio - 04b Atto di convegno in volume
congresso: 2022 AAS/AIAA Astrodynamics Specialist Conference (Charlotte (North Carolina - USA))
libro: Proceedings of 2022 AAS/AIAA Astrodynamics Specialist Conference - ()

11573/1577059 - 2021 - Star sensor image on-board processing for orbiting objects detection-spot
Curti, F.; Mastrofini, M.; Agostinelli, I.; Facchinetti, C.; Ansalone, L.; Tuozzi, A. - 04b Atto di convegno in volume
congresso: XXVI International Congress of the Italian Association of Aeronautics and Astronautics, AIDAA (Pisa, Italy, Virtual)
libro: Proceedings of XXVI International Congress of the Italian Association of Aeronautics and Astronautics, AIDAA - ()

11573/1559763 - 2021 - OPTIMAL REFERENCE ORBIT TRACKING AROUND ASTEROIDS VIA PARTICLE SWARM OPTIMIZATION AND INVERSE DYNAMICS TECHNIQUE
D’Ambrosio, Andrea; Carbone, Andrea; Mastrofini, Marco; Curti, Fabio - 04b Atto di convegno in volume
congresso: 31st AAS/AIAA Space Flight Mechanics Meeting, (Charlotte, (North Carolina -USA), Virtuale)
libro: Proceedings of 31st AAS/AIAA Space Flight Mechanics Meeting - ()

11573/1677767 - 2021 - Hardware Implementation of the Spot Payload for Orbiting Objects Detection Using Star Sensors
Farissi, M. S.; Agostinelli, I.; Mastrofini, M.; Curti, F.; Marzo, C.; Facchinetti, C.; Ansalone, L. - 04b Atto di convegno in volume
congresso: 72th International Astronautical Congress (Dubai, United Arab Emirates)
libro: Proceeding of the 72th International Astronautical Congress - ()

11573/1576359 - 2021 - CONVOLUTIONAL NEURAL NETWORK APPROACH TO STAR SENSORS IMAGE PROCESSING ALGORITHMS
Mastrofini, Marco; Latorre, Francesco; Agostinelli, Ivan; Curti, Fabio - 04b Atto di convegno in volume
congresso: 2021 AAS/AIAA Astrodynamics Specialist Conference (Big Sky (Montana - USA), Vituale)
libro: Proceedings of 2021 AAS/AIAA Astrodynamics Specialist Conference - ()

11573/1577540 - 2020 - Star Sensor Image On-Board Processing for Orbiting Objects Detection – SPOT
Curti, Fabio; D'ambrosio, Andrea; Agostinelli, Ivan; Mastrofini, Marco; Parisse, Maurizio; Facchinetti, Claudia; Ansalone, Luigi; Tuozzi, Alberto - 04f Poster
congresso: 5th International Academy of Astronautics (IAA) Conference on University Satellite Missions and CubeSat Workshop (Rome Italy.)
libro: IAA Books Series Proceedings of 5th IAA Conference on University Satellite Missions and CubeSat Workshop, - (978-2-917761-19-9)

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