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Please note Phase 1 publications are not included in this listing and have been archived.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
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
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
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
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
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
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	M. W. Sun, M. E. Davies, I. Proudler, J.R. Hopgood	Oct 2021	https://ieeexplore.ieee.org/document/9541455	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
Joint surface detection and depth estimation from single-photon Lidar data using ensemble estimators	K. Drummond, A. Pawlikowska, R. Lamb, S. McLaughlin, Y. Altmann	Oct 2021	https://ieeexplore.ieee.org/abstract/document/9541522/	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.