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Exploiting low dimensional models in sensing, computation and signal processing
Davies, Michael
(Principal Investigator)
School of Engineering
Overview
Fingerprint
Research output
(47)
Project Details
Status
Active
Effective start/end date
1/09/16
→
31/08/22
Funding
EU government bodies:
£1,474,699.00
View all
View less
Fingerprint
Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
Photons
Engineering & Materials Science
100%
Compressed sensing
Engineering & Materials Science
92%
Message passing
Engineering & Materials Science
81%
Imaging techniques
Engineering & Materials Science
70%
Inverse problems
Engineering & Materials Science
61%
Gradient methods
Engineering & Materials Science
61%
Message Passing
Mathematics
41%
Hilbert spaces
Engineering & Materials Science
40%
Research output
Research output per year
2016
2017
2018
2019
2020
2022
16
Article
12
Conference contribution
9
Paper
8
Working paper
2
More
1
Chapter (peer-reviewed)
1
Letter
Research output per year
Research output per year
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography
Li, H.
,
Chen, D.
,
Nailon, W. H.
,
Davies, M. E.
&
Laurenson, D.
,
Jan 2022
,
In:
IEEE Transactions on Medical Imaging.
p. 1-10
10 p.
Research output
:
Contribution to journal
›
Article
›
peer-review
Open Access
File
A stochastic proximal alternating method for non-smooth non-convex optimization
Driggs, D.
,
Tang, J.
,
Liang, J.
,
Davies, M.
&
Schönlieb, C-B.
,
21 Dec 2021
, (E-pub ahead of print)
In:
Siam journal on imaging sciences.
14
,
4
,
p. 1932–1970
39 p.
Research output
:
Contribution to journal
›
Article
›
peer-review
Open Access
File
A Sketching Framework for Reduced Data Transfer in Photon Counting Lidar
Sheehan, M. P.
,
Tachella, J.
&
Davies, M. E.
,
20 Sep 2021
, (E-pub ahead of print)
In:
IEEE Transactions on Computational Imaging.
7
,
p. 989-1004
16 p.
, 9541047.
Research output
:
Contribution to journal
›
Article
›
peer-review
Open Access
File
Optical radar
100%
Photons
94%
Data transfer
81%
Time delay
26%
Image reconstruction
16%