About
Image Reconstruction at Scale: Challenges and Collaboration
4th of March 2025, 10:30 am
Downing College (Music Room), Cambridge, UK
This event brings together experts from astronomy, microscopy, and related fields to explore advances in large-scale image reconstruction. The primary goal is to foster collaboration within the ExCALIBUR network and the wider scientific community.
Key discussions will focus on designing solutions for large-scale image data reconstruction, tackling computational complexity and model uncertainty, and harnessing high-performance computing (HPC) to drive innovation.
Supported by the ExCALIBUR H&ES programme, this meeting aims to uncover new approaches and partnerships in large-scale image analysis.
Registration:
Please register by 21st of February 2025 https://forms.office.com/e/CWDnYmYjz9. A confirmation mail will follow.
Programme:
10:00-10:30
Welcome coffee
10:30-12:00
Bogdan Toader
MRC Laboratory of Molecular Biology
Image Reconstruction in Light-Sheet Microscopy: Spatially Varying Deconvolution and Mixed Noise
Hao Jia
PDN, University of Cambridge
Investigating calcium-mediated invasiveness of neuroendocrine cancers using multi-module fluorescence imaging and whole-cell patch clamp
Xiaoyu Deng
CAIC, University of Cambridge
TVL1 Optical flow for microscopy
Chris Richardson
IEEF, University of Cambridge
Converting voxel data to a mesh for finite element computation - an example
12:00-13:00
Lunch
13:00-14:30
Jason McEwen
UCL
Towards learned exascale computational imaging for radio astronomy
Edoardo Pasca
Science Technology Facilities Council
Computational challenges in Tomographic Imaging, how could we harvest super computers (open question)
Anita Karsa
University of Cambridge
When One Size Doesn’t Fit All: Tackling Bespoke Challenges in Biological Image Analysis
Simon Clifford
UIS, University of Cambridge
Using DASK to denoise very large images
14:30-15:00
Coffee break
15:00-16:00
Zakhar Shumaylov
DAMTP, University of Cambridge
Enabling Large-Scale Benchmarking of Learned Reconstruction Algorithms for Computed Tomography with LION and 2DeteCT
Paul Quinn
Ada Lovelace centre, Science Technology Facilities Council
Imaging at the STFC large national facilities - Diamond, ISIS and CLF
Chris Edsall
UIS, University of Cambridge
TBC
16:00-16:30
Unconferencing