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Please note Phase 1 publications are not included in this listing and have been archived.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
Reducing distributional uncertainty by mutual information maximisation and transferable feature learning	Jian Gao, Yang Hua, Guosheng Hu, Chi Wang, Neil M. Robertson	Nov 2020	https://link.springer.com/chapter/10.1007/978-3-030-58592-1_35	Phase3
Boundary of Distribution Support Generator (BDSG): Sample Generation on the Boundary	N. Dionelis, M. Yaghoobi, S. A. Tsaftaris,	Oct 2020	https://ieeexplore.ieee.org/document/9191341	Phase3
Optimising Network Architectures for Provable Adversarial Robustness,	H Gouk, T. Hospedales	Sep 2020	https://ieeexplore.ieee.org/document/9272169	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
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
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
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
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
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
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
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
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
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
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
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
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
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
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

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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.