Alberto Signoroni


Research Interests and Activities

Computer vision, signal and image processing, medical image analysis, machine learning, deep learning, multidimensional visual data analysis and understanding, geometry processing, 3D data processing (mesh and point clouds), computer graphics applications (biomedicine, cultural heritage, computer aided design), hyperspectral imaging, compressive sensing, microbiology image analysis, image and multidimensional data coding and compression.

Research Projects

· ABC3D - Acquisizione e fruizione di Beni Culturali 3D: cooperative industrial project funded by MIUR/Lombardy Region (Scientific Coordinator - UniBS)

· MicroBIA - Microbiology Image Analysis: doctoral program (apprendistato in alta formazione) funded by the Lombardy Region and industrial research project founded by Copan S.p.A. (Scientific Coordinator)

· BHIMM - Built Heritage Information Modelling/Management: funded by MIUR (PRIN 2010)

· National Cluster "La Fabbrica Intelligente": funded by MIUR

· RESHAPER - Reverse Engineering of Self-care and Healthcare Aids for Personalized Empowerment and Rehabilitation - funded by UniBS Health & Wealth (scientific coordinator)

· SIRENA - Smart Indoor REal time documentation and NAvigation for architectural and landscape design, funded by Regione Lombardia POR FESR 2014-2020

· ResponsiX: Responsible and clinically deployable AI-driven evaluation of COVID-19 disease severity on Chest X-rays, funded by MIUR under the action FISR 2020

Editorial and Organization Activities

    • Associate Editor: Applied Bionics and Biomechanics, Hindawi (2020-present)

    • Guest Editor: Computers & Graphics (Elsevier ) - Special Section on Smart Tools and Applications in Computer Graphics (STAG 2018) – Vol.82 Aug 2019

    • Associate Editor of IEEE Transactions on Circuits and Systems for Video Technology (2010 - 2015)

    • Chair of STAG 2018 (Smart Tools and Applications in Graphics) https://stag2018.unibs.it

    • Chair of International School on Graphics and Geometry Processing for Digital Manufacturing. https://egit-school2018.unibs.it

    • Area Chair: International Conference on 3D Vision, 3DV 2018

    • Organizing committee of conferences: CBMI2001, IWDC2002, WIAMIS2010

    • Technical program committee of conferences: ICIP, STAG

Other research affiliations