University Defence Research Collaboration in Signal Processing

UDRC Publications

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Please note Phase 1 publications are not included in this listing and have been archived.

UDRC Publications by Phase, Date, Title and Author
Publication Title	Author(s)	Publication Date	Publication URL	Phase
Space-Time Covariance Matrix Estimation: Loss of Algebraic Multiplicities of Eigenvalues	Faizan A. Khattak, Stephan Weiss, Ian K. Proudler, and John G. McWhirter	Nov 2022	https://udrc.eng.ed.ac.uk/sites/udrc.eng.ed.ac.uk/files/publications/Ste...	Phase3
Color image restoration in the low-photon count regime using Expectation-Propagation	Dan Yao, S. McLaughlin, Y. Altmann	Oct 2022	https://ieeexplore.ieee.org/document/9897838	Phase3
Efficient Reconfigurable Mixed Precision 𝓁1 Solver for Compressive Depth Reconstruction	Yun Wu, Andrew M. Wallace, João F.C. Mota, Andreas Aßmann, Brian Stewart	May 2022	https://link.springer.com/article/10.1007/s11265-022-01766-3	Phase3
On approximate Bayesian methods for large-scale linear inverse problems	Y. Altmann	May 2022	https://researchportal.hw.ac.uk/en/publications/on-approximate-bayesian-...	Phase3
Self-Supervised Representation Learning: Introduction, advances, and challenges	Linus Ericsson, Henry Gouk, Chen Change Loy, Timothy M. Hospedales	May 2022	https://ieeexplore.ieee.org/abstract/document/9770283	Phase3
Mixed Precision ℓ1 Solver for Compressive Depth Reconstruction: An ADMM Case Study	Yun Wu, Andrew Wallace, Andreas Aßmann, Brian Stewart	Feb 2022	https://ieeexplore.ieee.org/document/9604971	Phase3
Shallow Bayesian Meta-Learning for Real-World Few-Shot Learning	X Zhang, D Meng, H Gouk, TM Hospedales	Oct 2021	https://openaccess.thecvf.com/content/ICCV2021/papers/Zhang_Shallow_Baye...	Phase3
Learning a Secondary Source From Compressive Measurements for Adaptive Projection Design	F. K. Coutts, J. Thompson, and B. Mulgrew,	Oct 2021	https://ieeexplore.ieee.org/document/9541447	Phase3
Detecting LFM Parameters in Joint Communications and Radar Frequency Bands	K. Zhang, F. K. Coutts, and J. Thompson	Oct 2021	https://ieeexplore.ieee.org/document/9541419	Phase3
OMASGAN: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary	N.Dionelis, M. Yaghoobi, S. A. Tsaftaris	Oct 2021	https://www.pure.ed.ac.uk/ws/portalfiles/portal/200275146/Out_of_Distrib...	Phase3
Approximate Proximal-Gradient Methods	A. Hamadouche, Y. Wu, A. M. Wallace, J. F. C. Mota	Oct 2021	https://ieeexplore.ieee.org/document/9541509	Phase3
Detection of Weak Transient Signals Using a Broadband Subspace Approach	S. Weiss, C. Delaosa, J. Matthews, I.K. Proudler, and B. Jackson	Oct 2021	https://ieeexplore.ieee.org/document/9541472	Phase3
Fast Givens Rotation Approach to Second Order Sequential Best Rotation Algorithms	F. Khattak, S. Weiss, and I.K. Proudler	Oct 2021	https://ieeexplore.ieee.org/document/9541430	Phase3
A Polynomial Eigenvalue Decomposition MUSIC Approach for Broadband Sound Source Localization	A.O.T. Hogg, V. Neo, S. Weiss, C. Evers, and P.A. Naylor	Oct 2021	https://pureportal.strath.ac.uk/en/publications/a-polynomial-eigenvalue-...	Phase3
Target Detection and Recognition of Ground Penetrating Radar using Morphological Image Analysis and Graph Laplacian Regularisation	J. Dong, V. Stankovic, and N. Davidson	Oct 2021	https://ieeexplore.ieee.org/document/9541516	Phase3
Graph Filter Design for Distributed Network Processing: A Comparison Between Adaptive Algorithms	A. Alinaghi, S. Weiss, V. Stankovic, and I.K. Proudler	Oct 2021	https://ieeexplore.ieee.org/document/9541468	Phase3
Adaptive Kernel Kalman Filter Multi-Sensor Fusion	M. W. Sun, M. E. Davies, I. Proudler, J.R. Hopgood	Oct 2021	https://www.research.ed.ac.uk/en/publications/adaptive-kernel-kalman-fil...	Phase3
Joint Spatio-Temporal Bias Estimation and Tracking for GNSS-Denied Sensor Networks	Sofie Macdonald, J. R. Hopgood	Oct 2021	https://ieeexplore.ieee.org/document/9541494/	Phase3
Patch-Based Image Restoration using Expectation Propagation	D. Yao, S. McLaughlin, Y. Altmann	Oct 2021	https://arxiv.org/abs/2106.15327	Phase3
Bayesian Activity Estimation for Passive Gamma Emission Tomography	A. K. Eldaly, Y. Altmann, M. Fang, A. Di Fulvio, S. McLaughlin, M. Davies, Y. Wiaux	Oct 2021	https://www.mdpi.com/2313-433X/7/10/212	Phase3

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The University Defence Research Collaboration (UDRC) in Signal Processing is delivered in partnership between Dstl (the Defence Science and Technology Laboratory), The University of Edinburgh, Heriot-Watt University, The Queen's University of Belfast and University of Strathclyde.