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2024

Young, Andrew and Zabalza, Jaime and Fei, Zhouxiang and West, Graeme and Murray, Paul and McArthur, Stephen and Kennedy, Chris and Barpugga, Harpreet (2024) Automated Defect Detection in Calandria Tubesheet Bores for CANDU Reactors. In: Fifth Annual Conference on Disruptive, Innovative, and Emerging Technologies in the Nuclear Industry, 2024-11-27 - 2024-11-29.

Young, Andrew and Fei, Zhouxiang and Zabalza, Jaime and West, Graeme M. and Murray, Paul and McArthur, Stephen D. J. (2024) Real world video denoising for visual inspection in high-dose radiological environments. Nuclear Technology. pp. 1-11. ISSN 1943-7471

Johnstone, G. E. and Gray, J. and Bennett, S. and Johnson, S. D. and Higham, C. F. and Dehkhoda, F. and Xie, E. and Herrnsdorf, J. and Murray, P. and Padgett, M. J. and Murray-Smith, R. and Henderson, R. K. and Dawson, M. D. and Strain, M. J. (2024) High speed single pixel imaging using a MicroLED-on-CMOS light projector. Optics Express, 32 (14). pp. 24615-24628. ISSN 1094-4087

Fei, Zhouxiang and Manning, Callum and West, Graeme M. and Murray, Paul and Dobie, Gordon (2024) Enhanced video-level anomaly feature detection for nuclear power plant component inspections using the latency mechanism. Nuclear Technology, 210 (12). pp. 2404-2418. ISSN 1943-7471

Parker, Andrew J. and Bandala, Manuel and Croft, Stephen and Crouch, Laurie and Dunphy, R. David and Hutchinson, Daniel and Logsdon, Roy and Ma, Xiandong and Marshall, Stephen and Murray, Paul and Sarfraz, Ali and Stirzaker, P. and Taylor, C. James and Zabalza, Jaime and Joyce, Malcolm J. (2024) Enrichment measurement by passive γ-ray spectrometry of uranium dioxide fuel pellets using a europium-doped, strontium iodide scintillator. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 1062. 169191. ISSN 0168-9002

Bandala, Manuel and Chard, Patrick and Cockbain, Neil and Dunphy, David and Eaves, David and Hutchinson, Daniel and Lee, Darren and Ma, Xiandong and Marshall, Stephen and Murray, Paul and Parker, Andrew and Stirzaker, Paul and Taylor, C. James and Zabalza, Jaime and Joyce, Malcolm J. (2024) Digital twin challenges and opportunities for nuclear fuel manufacturing applications. Nuclear Engineering and Design, 420. 113013. ISSN 0029-5493

Csoban, Tunde and Kavanagh, Kimberley and Murray, Paul and Robertson, Chris and Barry, Sarah J.E. and Ukah, U Vivian and Payne, Beth A. and Nicolaides, Kypros H. and Syngelaki, Argyro and Ionescu, Olivia and Akolekar, Ranjit and Hutcheon, Jennifer A. and Magee, Laura A. and von Dadelszen, Peter (2024) Machine learning-enabled maternal risk assessment for women with pre-eclampsia (the PIERS-ML model) : a modelling study. The Lancet Digital Health, 6 (4). E238-E250. ISSN 2589-7500

Fabiyi, Samson Damilola and Murray, Paul and Zabalza, Jaime and Tachtatzis, Christos and Vu, Hai and Dao, Trung Kien (2024) A new hybridized dimensionality reduction approach using genetic algorithm and folded linear discriminant analysis applied to hyperspectral imaging for effective rice seed classification. IEEE Transactions on AgriFood Electronics, 2 (1). pp. 151-164.

Fei, Zhouxiang and West, Graeme M. and Murray, Paul and Dobie, Gordon (2024) CNN-based automated approach to crack-feature detection in steam cycle components. International Journal of Pressure Vessels and Piping, 207. 105112. ISSN 0308-0161

Vasile, Massimiliano and Walker, Lewis and Campbell, Andrew and Marto, Simão and Murray, Paul and Marshall, Stephen and Savitski, Vasili (2024) Space object identification and classification from hyperspectral material analysis. Scientific Reports, 14. 1570. ISSN 2045-2322

2023

Johnstone, G.E. and Bennett, S. and Murray, P. and Dehkhoda, F. and Henderson, R.K. and Herrnsdorf, J. and Dawson, M.D. and Strain, M.J.; (2023) High speed single pixel imaging with advanced microLED digital light projector. In: 2023 IEEE Photonics Conference (IPC). IEEE Photonics Conference (IPC) . IEEE, USA. ISBN 9798350347227

Marto, Simão da Graça and Vasile, Massimiliano and Campbell, Andrew and Murray, Paul and Marshall, Stephen and Savitski, Vasili (2023) Hyperspectral lightcurve inversion for attitude determination. Other. arXiv, Ithaca, NY.

Ulrichsen, Alexander and Murray, Paul and Marshall, Stephen and Gabbouj, Moncef and Kiranyaz, Serkan and Yamaç, Mehmet and Aburaed, Nour (2023) Operational neural networks for parameter-efficient hyperspectral single-image super-resolution. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17. pp. 1470-1484. ISSN 2151-1535

Gil, Matthew and Dick, Craig and Harrow, Stephen and Murray, Paul and Reines March, Gabriel and Marshall, Stephen; Waiter, Gordon and Lambrou, Tryphon and Leontidis, Georgios and Oren, Nir and Morris, Teresa and Gordon, Sharon, eds. (2023) A deep learning based approach to semantic segmentation of lung tumour areas in gross pathology images. In: Medical Image Understanding and Analysis. Lecture Notes in Computer Science . Springer, GBR, pp. 18-32. ISBN 9783031485930

Gilmour, Adam and Ulrichsen, Alexander and Jackson, William and Tabatabaeipour, Morteza and Dobie, Gordon and MacLeod, Charles N. and Murray, Paul and Karkera, Benjamin (2023) Using phased array ultrasound to localize probes during the inspection of welds. IEEE Open Journal of Instrumentation and Control, 2. 7500110. ISSN 2768-7236

Young, Andrew and Fei, Zhouxiang and West, Graeme and Murray, Paul and Zabalza, Jaime and Kennedy, Chris and Barpugga, Harpreet (2023) Enhancing efficiency and reliability in nuclear power plant component inspection through automated anomaly detection and imaging techniques. In: 4th Annual International Conference on Disruptive, Innovative and Emerging Technologies in the Nuclear Industry, 2023-11-06 - 2023-11-08.

Zabalza, Jaime and Murray, Paul and Bennett, Stuart and Campbell, Andrew and Marshall, Stephen and Ren, Jinchang and Yan, Yijun and Bernard, Robert and Hepworth, Steve and Malone, Simon and Cockbain, Neil and Offin, Douglas and Holliday, Craig (2023) Hyperspectral imaging based corrosion detection in nuclear packages. IEEE Sensors Journal, 23 (21). pp. 25607-25617. ISSN 1530-437X

Fotos, G. and Campbell, A. and Murray, P. and Yakushina, E. (2023) Deep learning enhanced Watershed for microstructural analysis using a boundary class semantic segmentation. Journal of Materials Science, 58 (36). pp. 14390-14410. ISSN 0022-2461

Fei, Zhouxiang and West, Graeme M. and Murray, Paul and Dobie, Gordon (2023) Enhanced video-level anomaly feature detection for nuclear power plant component inspections using the latency mechanism. In: 13th Nuclear Plant Instrumentation, Control & Human-Machine Interface Technologies, 2023-07-15 - 2023-07-20.

Fei, Zhouxiang and West, Graeme and Murray, Paul and Dobie, Gordon (2023) Automated crack feature detection in remote visual inspection of nuclear power plant structures. In: Nuclear Decommissioning Authority Innovation and Technology Roadshow, 2023-06-28 - 2023-06-28, Glasgow, UK.

Young, Andrew and Fei, Zhouxiang and Zabalza, Jaime and Murray, Paul and West, Graeme (2023) Calandria Tubesheet Bore inspection decision support. In: Nuclear Decommissioning Authority Innovation and Technology Roadshow, 2023-06-28 - 2023-06-28, Glasgow, UK.

Branikas, Efstathios and Murray, Paul and West, Graeme (2023) A novel data augmentation method for improved visual crack detection using generative adversarial networks. IEEE Access, 11. pp. 22051-22059. ISSN 2169-3536

Vasile, Massimiliano and Walker, Lewis and Dunphy, R. David and Zabalza, Jaime and Murray, Paul and Marshall, Stephen and Savitski, Vasili (2023) Intelligent characterisation of space objects with hyperspectral imaging. Acta Astronautica, 203. pp. 510-534. ISSN 0094-5765

Keane, Aoife and Murray, Paul and Zabalza, Jaime and Di Buono, Antonio and Cockbain, Neil and Bernard, Robert; Barnett, Nick J. and Gowen, Aoife A. and Liang, Haida, eds. (2023) Hyperspectral imaging analysis of corrosion products on metals in the UV range. In: Hyperspectral Imaging and Applications II. SPIE, GBR. ISBN 9781510657496

Campbell, Andrew and Zabalza, Jaime and Murray, Paul and Marshall, Stephen and Malone, Simon; Barnett, Nick J. and Gowen, Aoife A. and Liang, Haida, eds. (2023) Hyperspectral imaging through partially transparent media. In: Hyperspectral Imaging and Applications II. SPIE, GBR. ISBN 9781510657496

Zabalza, J. and Murray, P. and Marshall, S. and Ren, J. and Bernard, R. and Hepworth, S. (2023) Hyperspectral imaging based detection of PVC during Sellafield repackaging procedures. IEEE Sensors Journal, 23 (1). pp. 452-459. ISSN 1530-437X

2022

Campbell, Andrew and Zabalza, Jaime and Murray, Paul and Marshall, Stephen and Myres, Gareth and Bernard, Robert and Cockbain, Neil and Offin, Douglas (2022) X-ray classification of Special Nuclear Materials using image segmentation and feature descriptors. In: Canadian Nuclear Society - Disruptive Innovative Emerging Technologies 2022, 2022-11-01 - 2022-11-04, Digital.

Ulrichsen, Alexander and Murray, Paul and Marshall, Stephen and Lee, Brian and Rutter, Mark (2022) Cow identification network trained with similarity learning. In: European Conference on Precision Livestock Farming, 2022-08-29 - 2022-09-02.

Dunphy, R. David and Lasserre, Perrine and Riordan, Lily and Duncan, Katherine R. R and McCormick, Christopher and Murray, Paul and Corrigan, Damion K. (2022) Combining hyperspectral imaging and electrochemical sensing for detection of Pseudomonas aeruginosa through pyocyanin production. Sensors and Diagnostics, 1 (4). pp. 841-850. ISSN 2635-0998

Branikas, E. and Murray, P. and West, G. (2022) Using generative adversarial networks to improve the efficiency of crack detection in nuclear reactor inspection data. In: 41st Annual Canadian Nuclear Society Conference, 2022-06-05 - 2022-06-08, Virtual.

Devereux, Michael G. and Murray, Paul and West, Graeme (2022) Automated object detection for visual inspection of nuclear reactor cores. Nuclear Technology, 208 (1). pp. 115-128. ISSN 1943-7471

Campbell, A. and Murray, P. and Yakushina, E. and Borocco, A. and Dokladal, P. and Decencière, P. and Ion, W. and Marshall, S. (2022) Automated analysis of platelet microstructures using a feature length orientation space. Journal of Materials Science, 57 (2). pp. 1448-1461. ISSN 0022-2461

2021

Macfarlane, Fraser and Murray, Paul and Marshall, Stephen and Perret, Benjamin and Evans, Adrian and White, Henry (2021) Robust object detection in colour images using a multivariate percentage occupancy hit-or-miss transform. Mathematical Morphology - Theory and Applications, 5 (1). pp. 128-152. ISSN 2353-3390

Devereux, Michael and Murray, Paul and West, Graeme; (2021) Image stitching and illumination correction for metallic multi-purpose canister visual inspection data. In: Decommissioning Environmental Science and Remote Technology 2021. American Nuclear Society, Illinois, USA.

Fei, Zhouxiang and West, Graeme and Murray, Paul and Dobie, Gordon (2021) Automated detection of crack features in nuclear superheaters using deep learning with automatically labelled datasets. In: 2nd Annual International Conference on AI, ML and other Innovative Technologies in the Nuclear Industry, 2021-11-29 - 2021-12-01.

Padfield, Natasha and Ren, Jinchang and Murray, Paul and Qing, Chunmei and Zhao, Huimin and Zheng, Jiangbin (2021) Multi-segment majority voting decision fusion for MI EEG brain-computer interfacing. Cognitive Computation, 13 (6). pp. 1484-1495. ISSN 1866-9964

Fabiyi, Samson Damilola and Murray, Paul and Zabalza, Jaime and Ren, Jinchang (2021) Folded LDA : extending the linear discriminant analysis algorithm for feature extraction and data reduction in hyperspectral remote sensing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 12312-12331. ISSN 1939-1404

Padfield, Natasha and Ren, Jinchang and Murray, Paul and Zhao, Huimin (2021) Sparse learning of band power features with genetic channel selection for effective classification of EEG signals. Neurocomputing, 463. pp. 566-579. ISSN 0925-2312

Bennett, Stuart and Noblet, Yoann and Griffin, Paul F and Murray, Paul and Marshall, Stephen and Jeffers, John and Oi, Daniel (2021) Compressive sampling using a pushframe camera. IEEE Transactions on Computational Imaging, 7. pp. 1069-1079. ISSN 2333-9403

Bennett, Stuart and Noblet, Yoann and Griffin, Paul and Murray, Paul and Marshall, Stephen and Jeffers, John and Oi, Daniel K. L. (2021) Compressive sampling using a pushframe camera. In: Imaging and Applied Optics Congress, 2021-07-19 - 2021-07-23, Online.

Fei, Zhouxiang and West, Graeme and Murray, Paul and Dobie, Gordon (2021) Automated generation of training dataset for crack detection in nuclear power plant components. In: 12th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies (NPIC&HMIT 2021), 2021-06-14 - 2021-06-16, Virtual.

Branikas, Efstathios and Murray, Paul and West, Graeme (2021) An innovative crack detection algorithm to support automated inspection of nuclear reactor cores. In: 12th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies (NPIC&HMIT 2021), 2021-06-14 - 2021-06-16, Virtual.

Devereux, Michael and Murray, Paul and West, Graeme (2021) Automated image stitching of down channel nuclear reactor fuel channel inspection footage. In: 12th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies (NPIC&HMIT 2021), 2021-06-14 - 2021-06-16, Virtual.

Macfarlane, Fraser and Murray, Paul and Marshall, Stephen and White, Henry (2021) Investigating the effects of a combined spatial and spectral dimensionality reduction approach for aerial hyperspectral target detection applications. Remote Sensing, 13 (9). 1647. ISSN 2072-4292

2020

Ma, Ping and Ren, Jinchang and Zhao, Huimin and Sun, Genyun and Murray, Paul and Zheng, Jiangbin (2020) Multiscale 2D singular spectrum analysis and principal component analysis for spatial-spectral noise-robust feature extraction and classification of hyperspectral images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 1233-1245. ISSN 1939-1404

Chen, Fei and Zabalza, Jaime and Murray, Paul and Marshall, Stephen and Yu, Jian and Gupta, Nikhil (2020) Embedded product authentication codes in additive manufactured parts : imaging and image processing for improved scan ability. Additive Manufacturing, 35. pp. 1-10. 101319. ISSN 2214-8604

Noblet, Yoann and Bennett, Stuart and Griffin, Paul F. and Murray, Paul and Marshall, Stephen and Roga, Wojciech and Jeffers, John and Oi, Daniel (2020) Compact multispectral pushframe camera for nanosatellites. Applied Optics, 59 (27). pp. 8511-8518. ISSN 1559-128X

Li, Xiaotong and Gachagan, Anthony and Murray, Paul (2020) Design of 2D sparse array transducers for anomaly detection in medical phantoms. Sensors, 20 (18). 5370. ISSN 1424-8220

Northcote, David and Crockett, Louise H. and Murray, Paul and Stewart, Robert W.; (2020) A PYNQ evaluation platform for FPGA architectures of the Line Hough Transform. In: 2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS). IEEE, USA, pp. 133-137. ISBN 9781728180595

Noblet, Yoann and Bennett, Stuart and Griffin, Paul F. and Murray, Paul and Marshall, Stephen and Roga, Wojciech and Jeffers, John and Oi, Daniel (2020) Compact multi-spectral pushframe camera for nano-satellites. Preprint / Working Paper. arXiv.org, Ithaca, N.Y..

Law, Kristofer and West, Graeme and Murray, Paul and Lynch, Chris (2020) 3-D visualization of AGR fuel channel bricks using Structure-from-Motion. Nuclear Engineering and Design, 359. pp. 1-7. 110472. ISSN 0029-5493

Devereux, Michael G and Murray, Paul and West, Graeme M. (2020) A new approach for crack detection and sizing in nuclear reactor cores. Nuclear Engineering and Design, 359. 110464. ISSN 0029-5493

Song, Shigeng and Gibson, Des and Ahmadzadeh, Sam and On Chu, Hin and Warden, Barry and Overend, Russell and Macfarlane, Fraser and Murray, Paul and Marshall, Stephen and Aitkenhead, Matt and Bienkowski, Damian and Allison, Russell (2020) Low-cost hyper-spectral imaging system using a linear variable bandpass filter for agritech applications. Applied Optics, 59 (5). A167-A175. ISSN 1559-128X

Fabiyi, Samson Damilola and Vu, Hai and Tachtatzis, Christos and Murray, Paul and Harle, David and Dao, Trung Kien and Andonovic, Ivan and Ren, Jinchang and Marshall, Stephen (2020) Varietal classification of rice seeds using RGB and hyperspectral images. IEEE Access, 8. pp. 22493-22505. ISSN 2169-3536

2019

Li, Xiaotong and Gachagan, Anthony and Murray, Paul (2019) Characterization and evaluation of sparse array transducers for small particle detection. In: 2019 IEEE International Ultrasonics Symposium, 2019-10-06 - 2019-10-09, SECC.

Strachan, Scott Munro and Marshall, Stephen and Murray, Paul and Coyle, Edward J. and Sonnenberg-Klein, Julie (2019) Using vertically integrated projects to embed research-based education for sustainable development in undergraduate curricula. International Journal of Sustainability in Higher Education, 20 (8). pp. 1313-1328. ISSN 1467-6370

Fabiyi, Samson Damilola and Vu, Hai and Tachtatzis, Christos and Murray, Paul and Harle, David and Dao, Trung-Kien and Andonovic, Ivan and Ren, Jinchang and Marshall, Stephen (2019) Comparative study of PCA and LDA for rice seeds quality inspection. In: IEEE Africon 2019, 2019-09-25 - 2019-09-27.

Zhao, Jing and Ren, Jinchang and Gao, Jinghuai and Tschannerl, Julius and Murray, Paul and Wang, Daxing (2019) Automatic events extraction in pre-stack seismic data based on edge detection in slant-stacked peak amplitude profiles. Journal of Petroleum Science and Engineering, 178. pp. 459-466. ISSN 0920-4105

Macfarlane, Fraser and Murray, Paul and Marshall, Stephen and White, Henry (2019) Object detection and classification in aerial hyperspectral imagery using a multivariate hit-or-miss transform. Proceedings of SPIE, 10986. 1098619. ISSN 0277-786X

Polak, Adam and Coutts, Fraser Kenneth and Murray, Paul and Marshall, Stephen (2019) Use of hyperspectral imaging for cake moisture and hardness prediction. IET Image Processing, 13 (7). pp. 1152-1160. ISSN 1751-9659

Young, A. T. and Aylward, W. and Murray, P. and West, G. M. and McArthur, S. D. J. (2019) Automatic anomaly detection in fuel grab load trace data using a knowledge-based system vs. multiple deep autoencoders. In: 11th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies (NPIC&HMIT) 2019, 2019-02-09 - 2019-02-14.

2018

Macfarlane, Fraser and Murray, Paul and Marshall, Stephen and Perret, Benjamin and Evans, Adrian and White, Henry; (2018) A colour hit-or-miss transform based on a rank ordered distance measure. In: 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, ITA. ISBN 9789082797015

Law, Kristofer and West, Graeme and Murray, Paul and Lynch, Chris; (2018) 3-D reconstruction of AGR fuel channels using RVI footage. In: 6th EdF-Energy Nuclear Graphite Conference (2018). FESI publishing, GBR. (In Press)

Devereux, Michael and Murray, Paul and West, Graeme and Buckley-Mellor, Stephen and Cocks, Graeme and Lynch, Chris and Fletcher, Adam; (2018) Automated analysis of AGR fuel channel inspection videos. In: 6th EDF-Energy Nuclear Graphite Conference (2018). FESI publishing, GBR. (In Press)

Young, Andrew and Aylward, William and Murray, Paul and West, Graeme and McArthur, Stephen and Rudge, Anna (2018) Fuel channel bore estimation for onload pressurised fuel grab load trace data. In: 6th EDF Energy Nuclear Graphite Conference, 2018-10-15 - 2018-10-18. (In Press)

Macfarlane, Fraser and Murray, Paul and Marshall, Stephen and White, Henry (2018) A fast hyperspectral hit-or-miss transform with integrated projection-based dimensionality reduction. In: Hyperspectral Imaging Applications (HSI) 2018, 2018-10-10 - 2018-10-11.

Northcote, David and Crockett, Louise H. and Murray, Paul; (2018) FPGA implementation of a memory-efficient Hough Parameter Space for the detection of lines. In: 2018 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, ITA. ISBN 978-1-5386-4882-7

Campbell, Andrew and Murray, Paul and Yakushina, Evgenia and Marshall, Stephen and Ion, William (2018) New methods for automatic quantification of microstructural features using digital image processing. Materials & Design, 141. pp. 395-406. ISSN 0264-1275

2017

Law, Kristofer and West, Graeme and Murray, Paul and Lynch, Chris (2017) Towards extracting 3-D structural representations of AGR core fuel channels from 2-D in-core inspection videos. In: International Symposium on Future I&C for Nuclear Power Plants (ISOFIC 2017), 2017-11-26 - 2017-11-30, Hwabaek International Convention Center (HICO). (In Press)

Li, Xiaotong and Gachagan, Anthony and Dziewierz, Jerzy and O'Leary, Richard and Murray, Paul; (2017) Design of a 2D sparse array transducer for integration into an ergonomic transcranial ultrasound system. In: 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE, USA. ISBN 9781538633830

Polak, A. and Coutts, F. and Murray, P. and Stothard, D. J. M. and Marshall, S. (2017) The use of hyperspectral imaging for cake moisture prediction. In: CDT Applied Photonics Annual Conference, 2017-06-23 - 2017-06-23, Heriot-Watt University.

Law, Kristofer and West, Graeme and Murray, Paul and Lynch, Chris (2017) 3-D advanced gas-cooled nuclear reactor fuel channel reconstruction using structure-from-motion. In: 10th International Topical Meeting on Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2017, 2017-06-11 - 2017-06-15, Hyatt Regency.

M. Z. Abbas Shah, Syed. and Marshall, Stephen and Murray, Paul (2017) Removal of specular reflections from image sequences using feature correspondences. Machine Vision and Applications, 28 (3). pp. 409-420. ISSN 0932-8092

Polak, A. and Stothard, D.J.M. and Kelman, T. and Murray, P. and Marshall, S. (2017) Use of near- and mid-IR hyperspectral imaging for paint identification, as an aid for artwork authentication. In: 43rd Freiburg Infrared Colloquium, 2017-03-14 - 2017-03-15, Fraunhofer IAF.

Polak, Adam and Kelman, Timothy and Murray, Paul and Marshall, Stephen and Stothard, David J. M. and Eastaugh, Nicholas and Eastaugh, Francis (2017) Hyperspectral imaging combined with data classification techniques as an aid for artwork authentication. Journal of Cultural Heritage, 26. pp. 1-11. ISSN 1296-2074

Campbell, A. and Murray, P. and Yakushina, E. and Marshall, S. and Ion, W. (2017) Automated microstructural analysis of titanium alloys using digital image processing. IOP Conference Series: Materials Science and Engineering, 179 (1). 012011. ISSN 1757-899X

2016

Polak, A. and Kelman, T. and Murray, P. and Marshall, S. and Stothard, D.J.M. and Eastaugh, N. and Eastaugh, F. (2016) Use of infrared hyperspectral imaging as an aid for paint identification. Journal of Spectral Imaging, 5 (1). pp. 1-10.

Hai, Vu and Tachtatzis, Christos and Murray, Paul and Harle, David and Dao, Trung Kien and Le, Thi-Lan and Andonovic, Ivan and Marshall, Stephen (2016) Rice seed varietal purity inspection using hyperspectral imaging. In: Hyperspectral Imaging and Applications Conference, 2016-10-12 - 2016-10-13, Ricoh Arena.

Vu, Hai and Tachtatzis, Christos and Murray, Paul and Harle, David and Dao, Trung Kien and Atkinson, Robert and Le, Thi-Lan and Andonovic, Ivan and Marshall, Stephen (2016) Spatial and spectral features utilization on a hyperspectral imaging system for rice seed varietal purity inspection. In: 12th IEEE-RIVF International Conference on Computing and Communication Technologies, 2016-11-07 - 2016-11-09, Thuyloi University. (In Press)

Gonzalez Manich, C. and Kelman, T. and Coutts, F. and Qiu, B. and Murray, P. and Gonzalez-Longo, C. and Marshall, S.; Van Balen, Koen and Verstrynge, Els, eds. (2016) Exploring the use of image processing to survey and quantitatively assess historic buildings. In: Structural Analysis of Historical Constructions: Anamnesis, Diagnosis, Therapy, Controls. CRC Press, BEL. ISBN 9781138029514

McCluskey, Andrew and Sindt, Julien and Young, Andrew and Sommerdijk, Nico A.J.M. and Murray, Paul and Camp, Philip J. and Nudelman, Fabio (2016) Self-assembly of collagen molecules into fibrils in solution. In: Gordon Conference on Biomineralisation, 2016-08-14 - 2016-10-19.

Zhou, Yan and Zeng, Fan-Zhi and Zhao, Hui-min and Murray, Paul and Ren, Jinchang (2016) Hierarchical visual perception and two-dimensional compressive sensing for effective content-based color image retrieval. Cognitive Computation. ISSN 1866-9964

Polak, A. and Kelman, T. and Murray, P. and Marshall, S. and Stothard, D.J.M. and Eastaugh, N. and Eastaugh, F. (2016) Use of hyperspectral imaging for artwork authentication. In: International Association for Spectral Imaging, 2016-07-03 - 2016-07-06.

Collins, Robert and Buckley, Alex and Strachan, Scott and Murray, Paul (2016) VIP Approach at the University of Strathclyde : A Pilot Evaluation Report 2015-16. University of Strathclyde, Glasgow.

Murray, Paul and West, Graeme and Law, Kristofer and Buckley-Mellor, Stephen and Cocks, Graeme and Lynch, Chris (2016) Automated video processing and image analysis software to support visual inspection of AGR cores. In: 5th EDF Energy Generation Ltd Nuclear Graphite Conference, 2016-05-10 - 2016-05-12.

Murray, Paul and West, Graeme and Marshall, Stephen and McArthur, Stephen (2016) Automated in-core image generation from video to aid visual inspection of nuclear power plant cores. Nuclear Engineering and Design, 300. pp. 57-66. ISSN 0029-5493

2015

Marshall, Stephen and Kelman, Timothy and Qiao, Tong and Murray, Paul and Zabalza, Jaime (2015) Hyperspectral imaging for food applications. In: 23rd European Signal Processing Conference, 2015 (EUSIPCO 2015), 2015-08-31 - 2015-09-04.

Murray, Paul and West, Graeme and Lynch, Chris and Marshall, Stephen and McArthur, Stephen; Flewitt, Peter and Wickham, Anthony, eds. (2015) Automated image stitching for fuel channel inspection of AGR cores. In: The 4th EDF Energy Nuclear Graphite Symposium. EMAS Publishing, GBR. ISBN 9780957673052

Dao, Trung-Kien and Le, Thi-Lan and Harle, David and Murray, Paul and Tachtatzis, Christos and Marshall, Stephen and Michie, Craig and Andonovic, Ivan (2015) Automatic cattle location tracking using image processing. In: 23rd European Signal Processing Conference, 2015 (EUSIPCO 2015), 2015-08-31 - 2015-09-04.

Ren, Jinchang and Hwang, Byongjun and Murray, Paul and Sakhalkar, Soumitra and McCormack, Samuel; (2015) Effective SAR sea ice image segmentation and touch floe separation using a combined multi-stage approach. In: 2015 IEEE International Geoscience and Remote Sensing Symposium. IEEE, ITA, pp. 1040-1043. ISBN 9781479979295

West, Graeme and Murray, Paul and Marshall, Stephen and McArthur, Stephen (2015) Improved visual inspection of advanced gas-cooled reactor fuel channels. International Journal of Prognostics and Health Management, 6 (Specia). 012. ISSN 2153-2648

Sakhalkar, Soumitra and Ren, Jinchang and Hwang, Phil and Murray, Paul (2015) Effective SAR image segmentation and sea-ice floe distribution analysis via kernel graph cuts based feature extraction and fusion. In: 4th International Conference on SENSOR NETWORKS, 2015-02-11 - 2015-02-13, ESEO, Angers, Loire Valley.

Chai, Yanmei and Ren, Jie and Zhao, Huimin and Li, Yang and Ren, Jinchang and Murray, Paul (2015) Hierarchical and multi-featured fusion for effective gait recognition under variable scenarios. Pattern Analysis and Applications. ISSN 1433-755x

2014

Coutts, Fraser K. and Marshall, Stephen and Murray, Paul; (2014) Human detection and tracking through temporal feature recognition. In: 2014 22nd European Signal Processing Conference (EUSIPCO). IEEE, PRT, pp. 2180-2184. ISBN 9780992862619

Murray, Paul and Marshall, Stephen (2014) Using noise models to estimate rank parameters for rank order greyscale hit-or-miss transforms. In: 6th International Symposium on Communications, Control and Signal Processing, 2014-05-21 - 2014-05-23, Greece.

Murray, Paul (2014) An overview of image processing techniques and their applications. In: Recent Advances and Developments in Communication Systems, 2004-02-17 - 2006-02-20, Vietnam.

2013

Murray, Paul and West, Graeme and Marshall, Stephen and McArthur, Stephen; (2013) Automated image stitching for enhanced visual inspections of nuclear power stations. In: 10th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies 2013 (CM 2013 AND MFPT 2013). British Institute of Non-Destructive Testing, POL. ISBN 9781629939926

2012

Murray, Paul and Marshall, Stephen (2012) A review of recent advances in the hit-or-miss transform. Advances in Imaging and Electron Physics, 175. pp. 221-282.

Murray, Paul and Marshall, Stephen (2012) Selectively filtering image features using a percentage occupancy hit-or-miss transform. In: IET Image Processing Conference 2012, 2012-07-03 - 2012-07-04.

2011

Murray, P. and Marshall, S. (2011) A new design tool for feature extraction in noisy images based on grayscale hit-or-miss transforms. IEEE Transactions on Image Processing, 20 (7). 1938 - 1948. ISSN 1057-7149

Murray, Paul and Marshall, Stephen (2011) A fast method for computing the output of rank order filters within arbitrarily shaped windows. In: 19th European Signal Processing Conference -EUSIPCO 2011, 2011-08-29 - 2011-09-02.

2010

Hirst, Andrew R. and Roy, Sangita and Arora, Meenakshi and Das, Apurba and Hodson, Nigel and Murray, Paul and Marshall, Stephen and Javid, Nadeem and Sefcik, Jan and Boekhoven, Job and van Esch, Jan H. and Santabarbara, Stefano and Hunt, Neil T. and Ulijn, Rein V. (2010) Biocatalytic induction of supramolecular order. Nature Chemistry, 2 (12). 1089–1094. ISSN 1755-4330

Murray, Paul and Garmendia-Torres, C. and Michael, S.A. and Marshall, Stephen and Flann, N.S. and Shmulevich, Ilya and Dudley, A.M. (2010) Using image processing to determine the spatial dynamics of proteins and RNAs in single cells. In: Automated & High-Throughput Phenotyping at Cold Spring Harbour Laboratory, 2010-12-05 - 2010-12-08.

2009

Murray, P. and Marshall, S. and Bullinger, E. (2009) The percentage occupancy hit or miss transform. In: 17th European Signal Processing Conference, 2009-08-24 - 2009-08-28.

2001

Iles, G and Mathieson, K and Murray, P and Passmore, S and Prydderch, M and Seller, P and Thomas, S (2001) Large-area pixellated photon counting X-ray imaging system. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 458 (1-2). pp. 427-430. ISSN 0168-9002