ProfessorPier Luigi Dragotti

About

I am Professor of Signal Processing in the Electrical and Electronic Engineering Department at Imperial College London. I am interested in mathematical methods for signal processing and high-dimensional data analysis. I apply these methods to develop interpretable model-based neural networks for computational imaging. The following articles and presentations highlight my recent research activities (links to papers and software on the left of this page):Model-Based Deep Learning for Inverse Problems in Imaging, Talk given at Oxford University February 2025 D. You and P.l Dragotti, INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration, Journal of Selected Topics in Signal Processing, 2024J. Huang and P.L. Dragotti, WINNet: Wavelet-inspired