Pier Luigi Dragotti
Professor of Signal Processing · Imperial College London · Imperial College London
Quick answer: Pier Luigi Dragotti is Professor of Signal Processing at Imperial College London. Pier Luigi Dragotti shows an active PhD hiring signal as of 2026-09-11.
⭐ I am looking for PhD students interested in research in the area of high-dimensional data analysis and in the area of AI for imaging.
Research interests
mathematical methods for signal processing and high-dimensional data analysis; interpretable model-based neural networks for computational imaging
Selected publications (since 2023)
H. Wu, G. Chen, P.L. Dragotti and D. Gunduz "LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression", International Conference on Machine Learning (ICML) 2025.
Di You and P.L. Dragotti, "INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration", IEEE Journal of Selected Topics in Signal Processing, 2024 (open access).
H. Verinaz et al. "Physics-based Deep Learning for Imaging Neuronal Activity via Two-photon and Light-field Microscopy", IEEE Trans. on Computational Imaging, 2023.
Y. Su et al. "A Fast Automatic Method for Deconvoluting Macro X-ray Fluorescence Data Collected from Easel Painting", IEEE Transactions on Computational Imaging, 2023.
Frequently asked questions
Is Pier Luigi Dragotti hiring PhD students at Imperial College London?
Yes. As of 2026-09-11, Pier Luigi Dragotti's faculty page shows a PhD hiring signal: I am looking for PhD students interested in research in the area of high-dimensional data analysis and in the area of AI for imaging..
What does Pier Luigi Dragotti research?
mathematical methods for signal processing and high-dimensional data analysis; interpretable model-based neural networks for computational imaging
Data last updated: 2026-09-11 · Source: phd-match.com faculty database.
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