Simone Bonechi graduated in Computer Science at the Department of Information Engineering and Mathematical Sciences of the University of Siena (2014) where he then obtained his PhD. In 2018 he spent a period as a visiting PhD at the University of Copenhagen. After two years of PostDoc, first at the University of Tuscia, and then at the University of Pisa, he is now a researcher at the Department of Social, Political and Cognitive Sciences of the University of Siena. His research activity is focused on Deep Learning and Artificial Intelligence, with particular reference to computer vision, image processing, and image generation. He is the author of over 25 publications in international journals and conference proceedings. He also carries out editorial activities as Associated Editor for the journal Neurocomputing and he is Guest Editor for the Special Issue “Mathematical Modelling and Machine Learning Methods for Bioinformatics and Data Science Applications II” for the journal Mathematics.
BONECHI SIMONE
Simone
Bonechi
Ricercatore Legge 240/10 - tempo determinato
Presentation
Curriculum Vitae
Teaching activities
Completion accademic year: 2024/2025
Course year: 2
Second cycle degree (Laurea Magistrale)
COMMUNICATION STRATEGIES AND TECHNIQUES
A.Y. 2023/2024
Completion accademic year: 2023/2024
Course year: 2
Second cycle degree (Laurea Magistrale)
COMMUNICATION STRATEGIES AND TECHNIQUES
A.Y. 2022/2023
Completion accademic year: 2022/2023
Course year: 2
Second cycle degree (Laurea Magistrale)
COMMUNICATION STRATEGIES AND TECHNIQUES
A.Y. 2021/2022
Research
Ultime pubblicazioni:
- Nunziati, G., Porri, A., Andreini, P., Bonechi, S., Bianchini, M., Pecci, R., et al. (2026). A Deep Learning Approach for Nystagmus Recognition in RGB Videos. In 2025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) (pp.1331-1336). New York : IEEE [10.1109/MetroXRAINE66377.2025.11340186]. - view more
- Andreini, P., Tanfoni, M., Bonechi, S., Bianchini, M. (2026). Leveraging Synthetic Data for Zero–Shot and Few–Shot Circle Detection in Real–World Domains. PATTERN RECOGNITION, 172(A) [10.1016/j.patcog.2025.112407]. - view more
- Prete, A.L., Andreini, P., Bonechi, S., Bianchini, M. (2025). A smart virtual keyboard to improve communication of locked-in patients. COMPUTER STANDARDS & INTERFACES, 93, 1-9 [10.1016/j.csi.2024.103963]. - view more
- Andreini, P., Bonechi, S. (2025). Towards a comprehensive characterization of arteries and veins in retinal imaging. COMPUTERS IN BIOLOGY AND MEDICINE, 195 [10.1016/j.compbiomed.2025.110516]. - view more
- Bonechi, S., Andreini, P., Corradini, B.T., Scarselli, F. (2025). An analysis of pre-trained stable diffusion models through a semantic lens. NEUROCOMPUTING, 614 [10.1016/j.neucom.2024.128846]. - view more