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Please note Phase 1 publications are not included in this listing and have been archived.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 joint surface detection and depth estimation of single-photon Lidar data using assumed density filtering	K. Drummond, D. Yao, A. Pawlikowska, R. Lamb, S. McLaughlin, Y. Altmann	Sep 2022	https://ieeexplore.ieee.org/document/9896185	Phase3
CTR: Contrastive Training Recognition Classifier for Few-Shot Open-World Recognition	N. Dionelis, S. A. Tsaftaris, M. Yaghoobi	Aug 2022	https://ieeexplore.ieee.org/document/9956206	Phase3
Adaptive Kernel Kalman Filter Based Belief Propagation Algorithm for Maneuvering Multi-Target Tracking	M. Sun, M. E. Davies, I. K. Proudler, J. R. Hopgood	Jun 2022	https://ieeexplore.ieee.org/document/9801627	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
Loss function learning for domain generalization by implicit gradient	Boyan Gao, Henry Gouk, Yongxin Yang, Timothy M Hospedales	May 2022	https://www.research.ed.ac.uk/en/publications/loss-function-learning-for...	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
Metaaudio: A few-shot audio classification benchmark	Calum Heggan, Sam Budgett, Timothy Hospedales, Mehrdad Yaghoobi	Apr 2022	https://arxiv.org/abs/2204.02121	Phase3
Towards 6G: Spectrally efficient joint radar and communication with radio frequency selection, interference and hardware impairments	Aryan Kaushik, Evangelos Vlachos, John Thompson, Maziar Nekovee, Fraser Coutts	Apr 2022	https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/sil2.12131	Phase3
Towards 6G: Spectrally efficient joint radar and communication with radio frequency selection, interference and hardware impairments	Aryan Kaushik, Evangelos Vlachos, John Thompson, Maziar Nekovee, Fraser Coutts	Apr 2022	https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/sil2.12131	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
FROB: Few-Shot ROBust Model for Joint Classification and Out-of-Distribution Detection	Nikolaos Dionelis, Mehrdad Yaghoobi, Sotirios A. Tsaftaris	Feb 2022	https://arxiv.org/abs/2111.15487	Phase3
Few-Shot Adaptive Detection of Objects of Concern Using Generative Models with Negative Retraining	N. Dionelis, M. Yaghoobi , S. A. Tsaftaris	Nov 2021		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
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
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
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
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

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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.