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Powering innovation in artificial intelligence with Open Access research...

Artificial intelligence (AI) and machine learning (ML) together represent a research frontier with a wide variety of discipline specific applications. At Strathclyde researchers in Computer & Information Sciences are exploring improved AI planning models to enable improved decision making by automous agents. Meanwhile, research conducted by the Aerospace Centre of Excellence is using AI and computational techniques to optimize the efficacy of certain astronautic applications. This includes 'global trajectory optimization' to aircraft and spacecraft design, from the planning and scheduling for autonomous vehicles to the synthesis of robust controllers for airplanes or satellites.

AI is also transforming the research agenda within Finance, where researchers are exploring the potential of AI and machine learning in evaluating banking risks and in new, emerging aspects of FinTech.

Explore some of this Open Access research from Computer & Information Sciences, Aerospace Centre of Excellence and Finance. Or explore all of Strathclyde's Open Access research...

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Number of items: 57.

Northcote, David and Crockett, Louise Helen and Murray, Paul and Stewart, Robert (2020) A PYNQ evaluation platform for FPGA architectures of the Line Hough Transform. In: IEEE International Midwest Symposium on Circuits and Systems 2020, 2020-08-09 - 2020-08-12, Sheraton Hotel. (In Press)

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. ISSN 2214-8604 (In Press)

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

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.

Law, Kristofer and West, Graeme and Murray, Paul and Lynch, Chris (2019) 3-D visualization of AGR fuel channel bricks using Structure-from-Motion. Nuclear Engineering and Design. ISSN 0029-5493 (In Press)

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.

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

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

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. [Report]

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

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.

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

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 (In Press)

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

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.

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

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.

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.

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.

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.

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

This list was generated on Sun Aug 9 07:27:48 2020 BST.