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Please note Phase 1 publications are not included in this listing and have been archived.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 Implementation of Iterative Polynomial Matrix EVD Algorithms Exploiting Structural Redundancies and Parallelisation	Coutts, Fraser K. and Proudler, Ian K. and Weiss, Stephan	Aug 2019	https://ieeexplore.ieee.org/document/8848795	Phase3
3D reconstruction using single-photon Lidar data exploiting the widths of the returns	J. Tachella, Y. Altmann, J.-Y. Tourneret, S. McLaughlin	May 2019	https://ieeexplore.ieee.org/document/8683075	Phase3
A Gaussian Process based Method for Multiple Model Tracking	M. W. Sun, M. E. Davies, I. Proudler, J.R. Hopgood	Apr 2020	https://ieeexplore.ieee.org/document/9272174	Phase3
A Hierarchical Bayesian Approach to Neutron Spectrum Unfolding With Organic Scintillators	Haonan Zhu, Yoann Altmann, Angela Di Fulvio, Stephen McLaughlin, Sara Pozzi, Alfred Hero	Oct 2019	https://ieeexplore.ieee.org/document/8836651/authors#authors	Phase3
A novel algorithm for the identification of dirac impulses from filtered noisy measurements	Slyvain Meignen, Quentin Legros, Yoann Altmann, Steve McLaughlin	Sep 2019	https://www.sciencedirect.com/science/article/pii/S0165168419301410?via%...	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
Accelerated Search for Non-Negative Greedy Sparse Decomposition via Dimensionality Reduction	Konstantinos A. Voulgaris, Mike E. Davies, and Mehrdad Yaghoobi	May 2019	https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8751661	Phase3
Anomaly detection with high resolution hyperspectral observations	C. Chenot, M. Yaghoobi, M. E. Davies, Y. Altmann	Nov 2018	https://ieeexplore.ieee.org/document/8646705/)	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
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
Corrections to 'On the existence and uniqueness of the eigenvalue decomposition of a parahermitian matrix'	S. Weiss, J. Pestana, I.K. Proudler, and F. Coutts	Jul 2019	https://ieeexplore.ieee.org/document/8519804	Phase3
Deep Clustering for Domain Adaptation	B. Gao, Y. Yang, H. Gouk, T. M. Hospedales	Jun 2020	https://ieeexplore.ieee.org/document/9053622	Phase3
Deep Matching Pursuit (MP) for Non-Negative Sparse Decomposition	K. A. Voulgaris, M. E. Davies, M. Yaghoobi,	Jan 2021	https://ieeexplore.ieee.org/document/9287711	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
Eigenvalue Decomposition of a ParahermitianMatrix: Extraction of Analytic Eigenvalues	Stephan Weiss, Ian Proudler, Fraser Coutts	Jan 2021	https://ieeexplore.ieee.org/document/9316935	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
Expectation-Propagation algorithms for linear regression with Poisson noise: application to photon-limited spectral unmixing	Y. Altmann, A. Perelli, M. E. Davies	May 2019	https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8682479	Phase3
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
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

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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.