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Please note Phase 1 publications are not included in this listing and have been archived.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
Expectation-propagation for weak radionuclide identification at radiation portal monitors	Yoann Altmann, Angela Di Fulvio, Marc G. Paff, Shaun D. Clarke, Mike E. Davies, Stephen McLaughlin, Alfred O. Hero & Sara A. Pozzi	Apr 2020	https://www.nature.com/articles/s41598-020-62947-3.epdf?sharing_token=6p...	Phase3
Full Waveform LiDAR for Adverse Weather Conditions	Andrew M Wallace, Abderrahim Halimi and Gerald S Buller,	May 2020	https://ieeexplore.ieee.org/document/9076331	Phase3
Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D Reconstruction	B. Yang, S. Wang, A. Markham, and N. Trigoni	Jun 2020	https://link.springer.com/article/10.1007/s11263-019-01217-w	Phase3
Off-policy self-critical training for transformer in visual paragraph generation	Shiyang Yan, Yang Hua, and Neil Robertson	Jun 2020	https://arxiv.org/abs/2006.11714	Phase3
Expectation-Maximization based approach to 3D reconstruction from single-waveform multispectral Lidar data	Q. Legros, S. Meignen, S. McLaughlin, Y.	Jun 2020	https://ieeexplore.ieee.org/document/9103999	Phase3
Robust 3D reconstruction of dynamic scenes from single-photon lidar using Beta-divergences	Quentin Legros, Julian Tachella, Rachael Tobin, Aongus McCarthy, Sylvain Meignen, Gerald S. Buller, Yoann Altmann, Stephen McLaughlin, Michael E. Davies	Jun 2020	https://ieeexplore.ieee.org/document/9311752	Phase3
Subspace Perturbation Bounds with an Application to Angle of Arrival Estimation using the MUSIC Algorithm	C. Delaosa, J. Pestana, S. Weiss, and I.K. Proudler:	Jun 2020	https://ieeexplore.ieee.org/document/9272125	Phase3
Eigenvalue Decomposition of a Parahermitian Matrix: Extraction of Analytic Eigenvalues	S. Weiss, I.K. Proudler, and F.K. Coutts:	Jun 2020	https://ieeexplore.ieee.org/document/9316935	Phase3
Deep Clustering for Domain Adaptation	B. Gao, Y. Yang, H. Gouk, T. M. Hospedales	Jun 2020	https://ieeexplore.ieee.org/document/9053622	Phase3
Distance-Based Regularisation of Deep Networks for Fine-Tuning	Henry Gouk, Timothy M. Hospedales, Massimiliano Pontil	Jun 2020	https://openreview.net/forum?id=IFqrg1p5Bc	Phase3
Narrowband Angle of Arrival Estimation Exploiting Graph Topology and Graph Signals	I.K. Proudler, V. Stankovic, and S. Weiss	Aug 2020	https://ieeexplore.ieee.org/document/9272170	Phase3
Accelerated 3D Image Reconstruction for Resource Constrained Systems	A Aßmann, Y Wu, B Stewart and AM Wallace	Aug 2020	https://ieeexplore.ieee.org/document/9287749	Phase3
Gradient of mutual information in linear vector gaussian channels in the presence of input noise	F. K. Coutts, J. Thompson, and B. Mulgrew,	Aug 2020	https://ieeexplore.ieee.org/document/9287602	Phase3
Fast surface detection using single-photon detection events	A. Halimi, A. Wallace, G. S. Buller, S. McLaughlin	Sep 2020	https://ieeexplore.ieee.org/document/9272104	Phase3
Extraction of Analytic Eigenvectors From a Parahermitian Matrix	S. Weiss, I.K. Proudler, F.K. Coutts, and J. Deeks:	Sep 2020	https://ieeexplore.ieee.org/document/9272001	Phase3
Approximate LASSO Model Predictive Control for Resource Constrained Systems	Yun Wu, Joao F. C. Mota and Andrew M. Wallace	Sep 2020	https://ieeexplore.ieee.org/document/9272000	Phase3
Information-Theoretic Compressive Measurement Design for Micro-Doppler Signatures	F. K. Coutts, J. Thompson, and B. Mulgrew,	Sep 2020	https://ieeexplore.ieee.org/document/9272136	Phase3
Tail of Distribution GAN (TailGAN): Generative-Adversarial-Network-Based Boundary Formation	N. Dionelis, M. Yaghoobi, S. A. Tsaftaris,	Sep 2020	https://ieeexplore.ieee.org/document/9272100/	Phase3
Robust depth imaging in adverse scenarios using single-photon Lidar and beta-divergences	Quentin Legros, Sylvain Meignen, Yoann Altmann, Stephen McLaughlin, Michael E. Davies	Sep 2020	https://ieeexplore.ieee.org/document/9272116	Phase3
Optimising Network Architectures for Provable Adversarial Robustness,	H Gouk, T. Hospedales	Sep 2020	https://ieeexplore.ieee.org/document/9272169	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.