Scholar
Alessandro Perelli
Google Scholar ID: lmroa_EAAAAJ
Lecturer in Biomedical Engineering, University of Dundee (UK)
Citations & Impact
Citations
384
H-index
12
i10-index
15
Publications
20
Co-authors
46
list available
Publications
Resume (English only)
Academic Achievements
- Published papers: 'Uconnect Synergistic Spectral CT Reconstruction', 'Systematic Review on Learning-based Spectral CT', 'Multi-channel Convolutional Analysis Operator Learning for Dual-energy CT Reconstruction'.
Research Experience
- Dealing with all aspects of image reconstruction, from theoretical mathematical modeling through algorithm development to the handling and processing of experimental CT data together with physical modeling.
Education
- PhD in Electrical Engineering and Computer Science, 2014, University of Bologna (Italy); MSc in Electrical Engineering, 2010, Università Politecnica delle Marche (Italy); BSc in Electrical Engineering, 2007, Università Politecnica delle Marche (Italy).
Background
- Research interests include computational imaging and machine learning, particularly for polyenergetic 3D/4D X-ray CT reconstruction. Specialisms and passionate interests span randomized linear algebra, stochastic iterative algorithms, iterative sketching, probabilistic graphical models, and variational inference.
Miscellany
- Interests include computational imaging, deep learning, medical applications, computed tomography, and magnetic resonance imaging.
