Research output per year
Research output per year
- 14 results
Search results
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2023
Divergence Estimation in Message Passing algorithms
Skuratovs, N. & Davies, M., 1 Nov 2023, In: IEEE Transactions on Information Theory. 69, 11, p. 7461-7477 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Imaging with Equivariant Deep Learning: From unrolled network design to fully unsupervised learning
Chen, D., Davies, M., Ehrhardt, M. J., Schönlieb, C.-B., Sherry, F. & Tachella, J., 2 Jan 2023, (E-pub ahead of print) In: IEEE Signal Processing Magazine. 40, 1, p. 134 - 147Research output: Contribution to journal › Article › peer-review
Open AccessFile -
2022
Unsupervised Learning From Incomplete Measurements for Inverse Problems
Tachella, J., Chen, D. & Davies, M., 14 Sept 2022, (Accepted/In press).Research output: Contribution to conference › Paper › peer-review
Open Access -
Analysis vs synthesis with structure–An investigation of union of subspace models on graphs
Kotzagiannidis, M. & Davies, M. E., 1 Sept 2022, In: Applied and Computational Harmonic Analysis. 60, p. 293-332Research output: Contribution to journal › Article › peer-review
Open Access -
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography
Li, H., Chen, D., Nailon, W. H., Davies, M. E. & Laurenson, D., 1 Jan 2022, In: IEEE Transactions on Medical Imaging. 41, 1, p. 3-13 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
2021
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 AccessFile -
Surface detection for sketched single photon LiDAR
Sheehan, M., Tachella, J. & Davies, M. E., 8 Dec 2021, 2021 29th European Signal Processing Conference (EUSIPCO). Institute of Electrical and Electronics EngineersResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
The Neural Tangent Link Between CNN Denoisers and Non-Local Filters
Tachella, J., Tang, B. & Davies, M. E., 2 Nov 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers, p. 8618-8627Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
2020
Robust depth imaging in adverse scenarios using single-photon Lidar and beta-divergences
Legros, Q., McLaughlin, S., Altmann, Y., Meignen, S. & Davies, M. E., 30 Nov 2020, 2020 Sensor Signal Processing for Defence Conference, SSPD 2020. Institute of Electrical and Electronics Engineers, 9272116. (2020 Sensor Signal Processing for Defence Conference, SSPD 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Expectation propagation for weak radionuclide identification at radiation portal monitors
Altmann, Y., Di Fulvio, A., Paff, M., Clarke, S., Davies, M., McLaughlin, S., Hero, A. O. & Pozzi, S., 22 Apr 2020, (E-pub ahead of print) In: Scientific Reports. 10, 6811.Research output: Contribution to journal › Article › peer-review
Open Access -
2018
Analysis vs Synthesis with Structure - An Investigation of Union of Subspace Models on Graphs
Kotzagiannidis, M. S. & Davies, M. E., 11 Nov 2018.Research output: Working paper
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Quantitative cone-beam CT reconstruction with polyenergetic scatter model fusion
Mason, J. H., Perelli, A., Nailon, W. H. & Davies, M. E., 7 Nov 2018, In: Physics in Medicine & Biology. 63, 22Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Inexact Gradient Projection and Fast Data Driven Compressed Sensing
Golbabaee, M. & Davies, M., Oct 2018, In: IEEE Transactions on Information Theory. 64, 10, p. 6707 - 6721Research output: Contribution to journal › Article › peer-review
Open AccessFile -
2017
Polyquant CT: direct electron and mass density reconstruction from a single polyenergetic source
Mason, J. H., Perelli, A., Nailon, W. H. & Davies, M. E., 21 Nov 2017, In: Physics in Medicine & Biology. 62, 22, p. 8739-8762 24 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile