Research Group
Current Post-Docs
- Vincent Leung, Deep Learning Methods for 3-D molecule reconstruction from Cryo-EM data, February 2024-
- Zhaoyang Wang,
Machine learning for power grids, May 2022-
Current
PhD Students
- Marek Hilton, Spike-based signal processing,
October 2019-
- Maria Villafane, Image Processing for Art Investigation, October 2019-
- Renke Wang, Sampling at unknown locations, January 2021 -
- Di You, Invertible Neural Networks and Diffusion Models, October 2022 -
- Jiakang Chen, Implicit Neural Networks, April 2023 -
- Shenghua Duan, Reconstruction methods from tomographic projections at unknown angle, October 2023 -
- Andreas Floros, Memorization in Diffusion Models, October 2023 -
- Michael Kareithi (co-supervised with S. Schultz), Signal Processing Methods for Neuroscience, October 2023 -
- Daniel Siromani, AI Hallucination and Inverse Problems, January 2024 -
Former PhD Students
- Siying Liu, (now Post-Doc, Center for Brain Inspired Computing Research (CBICR), Tsinghua University),Learning to reconstruct and to classify signals from event-driven data , October 2020 -July 2024
- Vincent Leung, (now Post-Doc), Machine Learning to Process with Spikes and to Localise Pulses, October 2018-May 2023
- Su Yan (now post-doc in Bioengineering Department), Spectral Deconvolution and Spatial Super-resolution for 3D Datacubes Collected from
Old Master Paintings with Macro X-ray Fluorescence Scanning
, September 2018-December 2022
- Herman Verinaz Jadan, (now assistant professor at Escuela Superior Politécnica del Litoral)) Computational Methods for 3D Imaging of Neural Activity in Light-Field Microscopy, December 2018-November 2022
- Ecenaz
Erdemir, (now with Amazon), Privacy
and
Security in Cyber-Physical Systems, November
2017 -February 2022
- Roxana
Alexandru, (now at Faculty) Novel
sampling methods: from time encoding to sampling along
unknown trajectories (outstanding thesis award), October 2017 -September 2021
- Xin
Deng, (now professor at Beihang University),
Single
and Multi-modal Image Super-resolution: From Sparse
Modelling to Deep Neural Networks (outstanding
thesis award), August 2016 -March 2020
- Junjie
Huang, (now professor at NUDT)
New
Methods for Deep Dictionary Learning and for Image
Completion, October 2015-October 2019
- Michael
Lawson, Estimation
of the Plenoptic Function from a Swiped Image,
October 2014-October 2018
- Stephanie Reynolds,(now at Busuu),
Detecting
Cells and Cellular Activity from Two-Photon Calcium
Imaging Data, November 2014-September 2018
- Madeleine Kotzagiannidis, (now post-doc at Cambridge
University),
From Spline Wavelet to Sampling Theory on Circulant Graphs
and Beyond - Conceiving Sparsity in Graph Signal
Processing, October 2013-September 2017
- John
Murray-Bruce, (now assistant professor at University
of South Florida) Sensing physical fields:
Inverse problems for the diffusion equation and beyond,
November 2012- October 2016
- Ivy
Wei, Extensions of the Theory of
Sampling Signals with Finite Rate of Innovation,
Performance Analysis and an Application to Single Image
Super-Resolution, October 2012 - September
2016
- Jon
Onativia, (now research engineer at Egile), Sampling and Reconstruction
of Finite Rate of Innovation Signals with Applications
in Neuroscience and Sparse Representation,
November 2011-October 2015
- Zygmunt
Jones, (now at StarLeaf) Change
Detection, October 2011-December 2015
- Thirapiroon
Thongkamwitoon, (now with the Office of the National
Broadcasting and Telecommunications Commission) Digital forensic techniques
for the reverse engineering of image acquisition chains,
October 2010- October 2014
- James
Pearson, (now with Amazon), Plenoptic Layer-based
Modeling for Image Based Rendering, October
2009-January 2014
- Adam Scholefield, (now Post-Doc at EPFL), Quadtree Structured Approximation Algorithms, October 2007- October 2013
- Jose
Antonio Uriguen, (now post-doc at Deusto University), Exact
and approximate Strang-Fix conditions to reconstruct
signals with Finite Rate of Innovationfrom samples taken
with
arbitrary kernels, November 2009 -July 2013
- Chris
Gilliam, (now
Research Fellow at RMIT University, Melbourne) Adaptive
Plenoptic Sampling: Theory and Applications,
October 2008 -October 2012
- Andriy
Gelman, (now at Schlumberger-Doll Rersearch Labs.) Compression of multi-view Images using a
Sparse Layer-Based Representation, October
2008 -March 2012
- Hojjat
Akhondi Asl, Multichannel
Sampling of Finite Rate of Innovation Signals, October
2007-June 2011.
- Varit Chaisinthop(now at Nomura Bank), Centralized and Distributed Semi-Parametric Compression of PIecewise Smooth Function, October 2006-June 2010.
- Eagle
Y. Wang (now at IKOS CIF Ltd.), Object
Recognition using Multi-view Imaging, October
2005-July 2009.
- Jesse
Berent, (Now with Google Inc., Zurich
Switzerland), Coherent Multi-Dimensional
Segmentation of Multiview Images using a variational
framework andapplications to Image Based Rendering,
October 2004-June2008.
- Loic
Baboulaz (Now co-founder of Artmyn).
Feature Extraction For Image
Super-Resolution using Finite Rate of Innovation
Principles, September 2004-March 2008.
- Nicolas
Gehrig (Now with Odus Technologies S.A.), Distributed Source Coding of
Multi-View Images, October 2003-October 2007.
- Pancham Shukla, (Now Senior Lecturer at London Metropolitan University). Sampling Schemes for Multidimensional Nonbandlimited Signals, November 2003-March 2007.
Former Post-Docs
- Pingfan Song (now at Cambridge University), Lightfield Microscopy, July 2018 -July 2021
- Matteo
Maggioni, (now at Foundry) RecoSamp,
September 2015 -February 2017
- Yingsong
Zhang, (now
Data Scientist at ASI),
RecoSamp, September 2012 -September 2015
- Hani
Muammar, (now with CA
Traffic), Rewind,
October 2011 - March 2014
- Adam
Scholefield, (now post-doc at
EPFL) Image
Super-Resolution, October 2013-June 2014)
- Marco
Visentini Scarzanella, (now with IBM
Research Tokyo, Japan) Rewind,
October 2011 -May 2014.
- Andy Yu, (now with Imagination Technologies) Unsupervised 3-D multiview scene learning and updating in a changing environment, July 2007-July 2008.
- Jesse Berent (now with Google Inc., Zurich Switzerland), Image Based Rendering, November 2008-September 2009.
- Ying Weng,(now Lecturer at Bangor University) Image Based Rendering, November 2009-July 2009.
Group Photos
April 2020: the Zoom generation. From top left to bottom
right: PLD, Maria, Herman, Roxana, Vincent, Junjie, Pingfan,
Ecenaz, Marek and Su.
September 2019: we celebrate a few of us passing LSR and ESA
exams. From left to right: Junjie, Vincent, Su, Herman,
Roxana, Xin, Ecenaz, PLD and Pingfan.
June 2017: we celebrate ERC 10th Anniversary. From left to
right: Xin, PLD, Stephanie and Junjie.
May 2015 - who is ready to be
the next rector? From left to right: Pancham, Hojjat, Jon,
PLD, Hani,Stephanie, Adam, Madeleine, Loic, Ivy, James, Eagle
and John.
April 2014: A bit of celebration is in order here. Adam won the gold medal at the Commonwealth Games and Marco secured the Toshiba Fellowship (one per year over the UK!) From left to right, top row first: Ivy, John, Ziggy, Adam, Madeleine, Thirapiroon,Yingsong, PLD, Marco and Jon.
November 2012: We celebrate my 10 years at Imperial College! From left to right: Ivy, Marco, Yingsong, Paolo, Thirapiroon, Hani, Ziggy, John, PLD, Loic, Eagle, Hojjat, Varit, Pancham, Chris and James.
November 2009. From left to right: Andry, Chris, Varit, Akira (visiting Professor from Yamaguchi University), PLD, Ying, Hojjat, James and Jose Antonio (Adam is missing because he was frantically preparing the presentation for the group seminar series).
September 2006. From left to right: Loic,
Yizhou, Jesse, PLD, Nicolas and Pancham.