ProfessorPier Luigi Dragotti
Professor of Signal Processing
Department of Electrical and Electronic Engineering - Faculty of Engineering
- Professor of Signal ProcessingDepartment of Electrical and Electronic Engineering - Faculty of Engineering
- 020 7594 6192 (Work)
- 814, Electrical Engineering, South Kensington Campus, United Kingdom
RESEARCH
Overview
The group develops advanced mathematical methods and algorithms to tackle problems in signal and image processing. In particular we advocate the joint optimization of the sensing and processing layers to achieve imaging and inference results that cannot be achieved otherwise. We handle large amount of high-dimensional data and develop model-based as well as learning-based methods. I am part of the AI-Hub Informed-AI on theoretical foundations of artificial intelligence.
Recent Talks
Inverse Problems in the Age of AI, Keynote talk at IDEAL conference, Valencia, November 2024
Model-Based Deep Learning for Inverse Problems, I-X Breaking Topics in AI conference, Imperial I-X, November 2023
Deep Dictionary Learning Approaches for Image Super-Resolution Department of Applied Mathematics and Theoretical Physics , Cambridge University, March 2020
Timing is everything: Sparse sampling based on time-encoding machines, Plenary, SPARS 2019, Toulouse, July 2019