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Article

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

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

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

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

Aburaed, Nour and Alkhatib, Mohammed Q. and Marshall, Stephen and Zabalza, Jaime and Ahmad, Hussain Al (2023) A review of spatial enhancement of hyperspectral remote sensing imaging techniques. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16. pp. 2275-2300. ISSN 2151-1535

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

Xie, Guoliang and Ren, Jinchang and Marshall, Stephen and Zhao, Huimin and Li, Rui (2023) A novel gradient-guided post-processing method for adaptive image steganography. Signal Processing, 203. 108813. ISSN 0165-1684

Alkhatib, Mohammed Q. and Al-Saad, Mina and Aburaed, Nour and Almansoori, Saeed and Zabalza, Jaime and Marshall, Stephen and Ahmad, Hussain Al (2023) Tri-CNN : a three branch model for hyperspectral image classification. Remote Sensing, 15 (2). 316. ISSN 2072-4292

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

Strachan, Scott and Logan, Louise and Marshall, Stephen (2022) Vertically integrated projects for sustainable development : achieving transformational action by embedding research-based ESD in curricula. Environmental Sciences Proceedings, 15 (1). 63.

Ha, Viet Khanh and Ren, Jinchang and Wang, Zheng and Sun, Genyun and Zhao, Huimin and Marshall, Stephen (2022) Multi-scale spatial fusion and regularization induced unsupervised auxiliary task CNN model for deep super-resolution of hyperspectral image. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15. pp. 4583-4598. ISSN 1939-1404

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

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

Al-Saad, Mina and Aburaed, Nour and Panthakkan, Alavikunhu and Al Mansoori, Saeed and Ahmad, Hussain Al and Marshall, Stephen (2021) Airbus ship detection from satellite imagery using frequency domain learning. Proceedings of SPIE, 11862. 1186210. ISSN 0277-786X

Ragab, Dina A. and Attallah, Omneya and Sharkas, Maha and Ren, Jinchang and Marshall, Stephen (2021) A framework for breast cancer classification using Multi-DCNNs. Computers in Biology and Medicine, 131. 104245. ISSN 1879-0534

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

Xie, Guoliang and Ren, Jinchang and Marshall, Stephen and Zhao, Huimin and Li, HuiHui (2021) A new cost function for spatial image steganography based on 2D-SSA and WMF. IEEE Access, 9. pp. 30604-30614. ISSN 2169-3536

Tuna, Süha and Töreyin, Behçet Uğur and Demiralp, Metin and Ren, Jinchang and Zhao, Huimin and Marshall, Stephen (2020) Iterative enhanced multivariance products representation for effective compression of hyperspectral images. IEEE Transactions on Geoscience and Remote Sensing. ISSN 0196-2892

Fang, Zhenyu and Ren, Jinchang and Sun, He and Marshall, Stephen and Han, Junwei and Zhao, Huimin (2020) SAFDet : a semi-anchor-free detector for effective detection of oriented objects in aerial images. Remote Sensing, 12 (19). 3225. ISSN 2072-4292

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

Fang, Zhenyu and Ren, Jinchang and Marshall, Stephen and Zhao, Huimin and Wang, Zheng and Huang, Kaizhu and Xiao, Bing (2020) Triple loss for hard face detection. Neurocomputing, 398. pp. 20-30. ISSN 0925-2312

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

Tschannerl, Julius and Ren, Jinchang and Yuen, Peter and Sun, Genyun and Zhao, Huimin and Yang, Zhijing and Wang, Zheng and Marshall, Stephen (2019) MIMR-DGSA : unsupervised hyperspectral band selection based on information theory and a modified discrete gravitational search algorithm. Information Fusion, 51. pp. 189-200. ISSN 1566-2535

Tschannerl, Julius and Ren, Jinchang and Zhao, Huimin and kao, Fu-Jen and Marshall, Stephen and Yuen, Peter (2019) Hyperspectral image reconstruction using multi-colour and time-multiplexed LED illumination. Optics and Lasers in Engineering, 121. pp. 352-357. ISSN 0143-8166

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

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

Sun, He and Ren, Jinchang and Zhao, Huimin and Yan, Yijun and Zabalza, Jaime and Marshall, Stephen (2019) Superpixel based feature specific sparse representation for spectral-spatial classification of hyperspectral images. Remote Sensing, 11 (5). 536. ISSN 2072-4292

Chen, Zhan-Yu and Gogoi, Ankur and Lee, Shao-Yu and Tsai-Lin, Yuan and Yi, Po-Wei and Lu, Ming-Kuan and Hsieh, Chih-Cheng and Ren, Jinchang and Marshall, Stephen and kao, Fu-Jen (2019) Coherent narrow-band light source for miniature endoscopes. IEEE Journal of Selected Topics in Quantum Electronics, 25 (1). 7100707. ISSN 1077-260X

Ragab, Dina A. and Sharkas, Maha and Marshall, Stephen and Ren, Jinchang (2019) Breast cancer detection using deep convolutional neural networks and support vector machines. PeerJ, 7. e6201. e6201. ISSN 2167-8359

Tschannerl, Julius and Ren, Jinchang and Jack, Frances and Krause, Julius and Zhao, Huimin and Huang, Wenjiang and Marshall, Stephen (2019) Potential of UV and SWIR hyperspectral imaging for determination of levels of phenolic flavour compounds in peated barley malt. Food Chemistry, 270. pp. 105-112. ISSN 0308-8146

Cardona, Javier and Ferreira, Carla and McGinty, John and Hamilton, Andrew and Agimelen, Okpeafoh S. and Cleary, Alison and Atkinson, Robert and Michie, Craig and Marshall, Stephen and Chen, Yi-Chieh and Sefcik, Jan and Andonovic, Ivan and Tachtatzis, Christos (2018) Image analysis framework with focus evaluation for in situ characterisation of particle size and shape attributes. Chemical Engineering Science, 191. pp. 208-231. ISSN 0009-2509

Mishra, Puneet and Nordon, Alison and Tschannerl, Julius and Lian, Guoping and Redfern, Sally and Marshall, Stephen (2018) Near-infrared hyperspectral imaging for non-destructive classification of commercial tea products. Journal of Food Engineering, 238. pp. 70-77. ISSN 0260-8774

Yan, Yijun and Ren, Jinchang and Sun, Genyun and Zhao, Huimin and Han, Junwei and Li, Xuelong and Marshall, Stephen and Zhan, Jin (2018) Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement. Pattern Recognition, 79. pp. 65-78. ISSN 0031-3203

Qiao, Tong and Yang, Zhijing and Ren, Jinchang and Yuen, Peter and Zhao, Huimin and Sun, Genyun and Marshall, Stephen and Benediktsson, Jon Atli (2018) Joint bilateral filtering and spectral similarity-based sparse representation : a generic framework for effective feature extraction and data classification in hyperspectral imaging. Pattern Recognition, 77. pp. 316-328. ISSN 0031-3203

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

Yan, Yijun and Ren, Jinchang and Zhao, Huimin and Sun, Genyun and Wang, Zheng and Zheng, Jiangbin and Marshall, Stephen and Soraghan, John (2017) Cognitive fusion of thermal and visible imagery for effective detection and tracking of pedestrians in videos. Cognitive Computation. ISSN 1866-9964

Cao, Faxian and Yang, Zhijing and Ren, Jinchang and Ling, Wing-Kuen and Zhao, Huimin and Marshall, Stephen (2017) Extreme sparse multinomial logistic regression : a fast and robust framework for hyperspectral image classification. Remote Sensing, 9 (12). ISSN 2072-4292

Md Noor, Siti Salwa and Michael, Kaleena and Marshall, Stephen and Ren, Jinchang (2017) Hyperspectral image enhancement and mixture deep-learning classification of corneal epithelium injury. Sensors, 17 (11). 2644. ISSN 1424-8220

Summan, Rahul and Dobie, Gordon and West, Graeme and Marshall, Stephen and Macleod, Charles and Pierce, Gareth (2017) The influence of the spatial distribution of 2D features on pose estimation for a visual pipe mapping sensor. IEEE Sensors Journal. ISSN 1530-437X

Michael, Kaleena and Siti Salwa Binti Md Noor, S and Tschannerl, Julius and Ren, Jinchang and Marshall, Stephen (2017) The properties of the cornea based on hyperspectral imaging. Investigative Ophthalmology and Visual Science, 58 (8). 2439. ISSN 0146-0404

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, 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

Qiao, Tong and Ren, Jinchang and Wang, Zheng and Zabalza, Jaime and Sun, Meijun and Zhao, Huimin and Li, Shutao and Benediktsson, Jón Atli and Dai, Qingyun and Marshall, Stephen (2017) Effective denoising and classification of hyperspectral images using curvelet transform and singular spectrum analysis. IEEE Transactions on Geoscience and Remote Sensing, 55 (1). pp. 119-133. ISSN 0196-2892

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.

Rafert, J. Bruce and Zabalza, Jaime and Marshall, Stephen and Ren, Jinchang (2016) Singular spectrum analysis : a note on data processing for Fourier transform hyperspectral imagers. Applied Spectroscopy. ISSN 0003-7028

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

Zabalza, Jaime and Ren, Jinchang and Zheng, Jiangbin and Zhao, Huimin and Qing, Chunmei and Yang, Zhijing and Du, Peijun and Marshall, Stephen (2016) Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging. Neurocomputing, 185. pp. 1-10. ISSN 0925-2312

Qiao, Tong and Ren, Jinchang and Yang, Zhijing and Qing, Chunmei and Zabalza, Jaime and Marshall, Stephen (2015) Visible hyperspectral imaging for lamb quality prediction. Technisches Messen, 82 (12). pp. 643-652. ISSN 2196-7113

Zabalza, Jaime and Ren, Jinchang and Zheng, Jiangbin and Han, Junwei and Zhao, Huimin and Li, Shutao and Marshall, Stephen (2015) Novel two dimensional singular spectrum analysis for effective feature extraction and data classification in hyperspectral imaging. IEEE Transactions on Geoscience and Remote Sensing, 53 (8). pp. 4418-4433. ISSN 0196-2892

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

Qiao, Tong and Ren, Jinchang and Craigie, Cameron and Zabalza, Jaime and Maltin, Charlotte and Marshall, Stephen (2015) Singular spectrum analysis for improving hyperspectral imaging based beef eating quality evaluation. Computers and Electronics in Agriculture, 115. pp. 21-25. ISSN 0168-1699

Zabalza, Jaime and Ren, Jinchang and Wang, Zheng and Zhao, Huimin and Wang, Jun and Marshall, Stephen (2015) Fast implementation of singular spectrum analysis for effective feature extraction in hyperspectral imaging. IEEE Journal of Selected Topics in Earth Observation and Remote Sensing, 8 (6). pp. 2845-2853. ISSN 1939-1404

Qiao, T. and Ren, J. and Craigie, C. and Zabalza, J. and Maltin, Ch. and Marshall, S (2015) Quantitative prediction of beef quality using visible and NIR spectroscopy with large data samples under industry conditions. Journal of Applied Spectroscopy, 82 (1). ISSN 0021-9037

Zabalza, Jaime and Ren, Jinchang and Wang, Zheng and Marshall, Stephen and Wang, Jun (2014) Singular spectrum analysis for effective feature extraction in hyperspectral imaging. IEEE Geoscience and Remote Sensing Letters, 11 (11). pp. 1886-1890. ISSN 1545-598X

Zabalza, Jaime and Clemente, Carmine and Di Caterina, Gaetano and Ren, Jinchang and Soraghan, John J. and Marshall, Stephen (2014) Robust PCA for micro-doppler classification using SVM on embedded systems. IEEE Transactions on Aerospace and Electronic Systems, 50 (3). pp. 2304-2310. ISSN 0018-9251

Zabalza, Jaime and Ren, Jinchang and Ren, Jie and Liu, Zhe and Marshall, Stephen (2014) Structured covariance principal component analysis for real-time onsite feature extraction and dimensionality reduction in hyperspectral imaging. Applied Optics, 53 (20). pp. 4440-4449. 208226. ISSN 1559-128X

Ren, Jinchang and Zabalza, Jaime and Marshall, Stephen and Zheng, Jiangbin (2014) Effective feature extraction and data reduction with hyperspectral imaging in remote sensing. IEEE Signal Processing Magazine, 31 (4). pp. 149-154. ISSN 1053-5888

Zabalza, Jaime and Ren, Jinchang and Yang, Mingqiang and Zhang, Yi and Wang, Jun and Marshall, Stephen and Han, Junwei (2014) Novel folded-PCA for improved feature extraction and data reduction with hyperspectral imaging and SAR in remote sensing. ISPRS Journal of Photogrammetry and Remote Sensing, 93. pp. 112-122.

Zeng, Xuexing and Ren, Jinchang and Wang, Zheng and Marshall, Stephen and Durrani, Tariq (2014) Copulas for statistical signal processing (Part I) : extensions and generalization. Signal Processing, 94. pp. 691-702. ISSN 0165-1684

Zeng, Xuexing and Ren, Jinchang and Sun, Meijun and Marshall, Stephen and Durrani, Tariq (2014) Copulas for statistical signal processing (part II) : simulation, optimal selection and practical applications. Signal Processing, 94. pp. 681-690. ISSN 0165-1684

Qiao, Tong and Ren, Jinchang and Sun, Meijun and Zheng, Jiangbin and Marshall, Stephen (2014) Effective compression of hyperspectral imagery using an improved 3D DCT approach for land cover analysis in remote sensing applications. International Journal of Remote Sensing, 35 (20). pp. 7316-7337. ISSN 0143-1161

Li, Xiaohui and Ren, Jinchang and Zhao, Chunhui and Qiao, Tong and Marshall, Stephen (2014) Novel multivariate vector quantization for effective compression of hyperspectral imagery. Optics Communications, 332. pp. 192-200. OPTICS19339. ISSN 0030-4018

Kelman, Timothy and Ren, Jinchang and Marshall, Stephen (2013) Effective classification of Chinese tea samples in hyperspectral imaging. Artificial Intelligence Research, 2 (4). ISSN 1927-6974

Zhao, Chunhui and Li, Xiaohui and Ren, Jinchang and Marshall, Stephen (2013) Improved sparse representation using adaptive spatial support for effective target detection in hyperspectral imagery. International Journal of Remote Sensing, 34 (24). pp. 8669-8684. ISSN 0143-1161

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.

Haidawati Binti Mohamad Nasir, H and Stankovic, Vladimir and Marshall, Stephen (2012) Singular value decomposition based fusion for super-resolution image reconstruction. Signal Processing: Image Communication, 27 (2). 180–191. ISSN 0923-5965

Watson, F. and Fletcher, L. and Marshall, Stephen (2011) Evolution of sunspot properties during solar cycle 23. Astronomy and Astrophysics, 533. A14. ISSN 0004-6361

Marshall, Stephen (2011) Hyperspectral imaging technology. AWE International, 1 (25). pp. 9-15. 522.

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

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

Labrosse, N. and Dalla, S. and Marshall, S. (2010) Automatic detection of limb prominences in 304 Å EUV images. Solar Physics, 262 (2). pp. 449-460. ISSN 0038-0938

Gill, C. and Fletcher, L. and Marshall, S., STFC (Funder), European Commission (Funder) (2010) Using active contours for semi-automated tracking of UV and EUV solar flare ribbons. Solar Physics, 262 (2). pp. 355-371. ISSN 0038-0938

Findlay, C and Jameson, SS and Marshall, Stephen and Walker, B. and Walker, C. and Meek, R.M.D. and Nicol, A. (2010) Image analysis of bone density following anterior cruciate ligament injury. Journal of Bone and Joint Surgery, 94-B (supp X). ISSN 0301-620X

Friedrich, M. and Dobie, G.I.I. and Chan, C.C. and Pierce, S.G. and Galbraith, W. and Marshall, S. and Hayward, G. (2009) Miniature mobile sensor platforms for condition monitoring of structures. IEEE Sensors Journal, 9 (11). pp. 1439-1448. ISSN 1530-437X

Watson, F. and Fletcher, L. and Dalla, S. and Marshall, S., STFC (Funder), EC (Funder), NASA (Funder), ONR (Funder), NSF (Funder) (2009) Modelling the longitudinal asymmetry in sunspot emergence : the role of the Wilson depression. Solar Physics, 260 (1). pp. 5-19. ISSN 0038-0938

Mahmoud Mohamed, T.A. and Marshall, S. (2009) Edge-detected guided morphological filter for image sharpening. EURASIP Journal on Image and Video Processing, 2008 (970353). ISSN 1687-5176

Mahmoud, T. and Marshall, S. (2008) Document image sharpening using a new extension of the aperture filter. Signal, Image and Video Processing, 3 (4). pp. 403-419. ISSN 1863-1703

Watterson, S. and Marshall, S. and Ghazal, P. (2008) Logic models of pathway biology. Drug Discovery Today, 13 (9-10). pp. 447-456. ISSN 1359-6446

Yu, L. and Marshall, S. (2008) Inference of boolean networks from gene expression data using steady state distribution analysis. Communications of SIWN, 3. pp. 113-117. ISSN 1757-4439

Yu, L. and Watterson, S. and Marshall, S. and Ghazal, P. (2008) Inferring Boolean networks with perturbation from sparse gene expression data : a general model applied to the interferon regulatory network. Molecular BioSystems, 4 (10). pp. 1024-1030. ISSN 1742-206X

Marshall, S. and Yu, L. and Xiao, Y. and Dougherty, E. (2007) Inference of a probabilistic Boolean network from a single observed temporal sequence. EURASIP Journal on Bioinformatics and Systems Biology, 2007 (1). pp. 1-16.

Yu, Le and Marshall, Stephen (2007) Inferring context-sensitive probablistic boolean networks from gene expression data under multi-biological conditions. BMC Systems Biology, 1 (Suppl ). p. 63. ISSN 1752-0509

Marshall, S. and Fletcher, L. and Hough, K. (2006) Optimal Filtering of Solar Images using Soft Morphological Processing Techniques. Astronomy and Astrophysics, 457 (2). pp. 729-736. ISSN 0004-6361

Marshall, Stephen and Green, Alan C. and Dougherty, Edward R. and Greenhalgh, David (2004) Optimal filters with multiresolution apertures. Journal of Mathematical Imaging and Vision, 20 (3). pp. 237-250. ISSN 0924-9907

Marshall, S. (2004) A new direct design method for weighted order statistic filters. IEE Proceedings Vision Image and Signal Processing, 151 (1). pp. 1-8. ISSN 1350-245X

Marshall, S. and Green, A. and Dougherty, Edward and Greenhalgh, D. (2003) Design of multi-mask aperture filters. Signal Processing, 83 (9). pp. 1961-1971. ISSN 0165-1684

Marshall, S. and Hamid, M. and Harvey, N.R. (2003) Genetic algorithm optimisation of multidimensional grey-scale soft morphological filters with applications in archive film restoration. IEEE Transactions on Circuits and Systems for Video Technology, 13 (5). pp. 406-416. ISSN 1051-8215

Gray, Alison and McKenzie, J. and Marshall, Stephen and Dougherty, E.R. (2003) Morphological texture analysis using the texture evolution function. International Journal of Pattern Recognition and Artificial Intelligence, 17 (2). pp. 167-185. ISSN 0218-0014

Marshall, S. (2003) Optimum non linear binary image restoration through linear grey-scale operations. Journal of Electrical and Computer Engineering, 2 (2). pp. 93-102. ISSN 2090-0147

Book Section

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

Strachan, Scott and Logan, Louise and Marshall, Stephen and Crichton-Allen, Claire; (2023) Enabling students to evidence and articulate UNESCO future competencies in students through research-based education for sustainable development. In: 51st Annual Conference of the European Society for Engineering Education: Engineering Education for Sustainability, Proceedings. European Society for Engineering Education, IRL, pp. 2913-2922. ISBN 9782873520267

Aburaed, Nour and Alkhatib, Mohammed Q. and Marshall, Stephen and Zabalza, Jaime and Ahmad, Hussain Al; Barnett, Nick J. and Gowen, Aoife A. and Liang, Haida, eds. (2023) Complex-valued neural network for hyperspectral single image super resolution. In: Proc. SPIE 12338, Hyperspectral Imaging and Applications II. Proc. of SPIE, 12338 . SPIE, GBR. ISBN 9781510657489

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

Bringardner, Jack and Coyle, Ed and Dalecka, Brigita and Junha, Talis and Logan, Louise and Marshall, Stephen and Ramirez, Nichole and Shlayan, Neveen and Smith, Lelanie and Sonnenberg-Klein, Julia and Strachan, Scott; (2022) Level-up : expand undergraduate research capacity (and serve faculty) through vertically integrated projects. In: 2022 IEEE Frontiers in Education Conference. IEEE, SWE. ISBN 978-1-6654-6244-0

Aburaed, Nour and Alkhatib, Mohammed Q. and Marshall, Stephen and Zabalza, Jaime and Ahmad, Hussain Al; (2022) SISR of hyperspectral remote sensing imagery using 3D encoder-decoder RUNet architecture. In: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. International Geoscience and Remote Sensing Symposium (IGARSS) . IEEE, MYS, pp. 1516-1519. ISBN 9781665427920

Strachan, Scott and Logan, Louise and Marshall, Stephen; (2022) Embedding interdisciplinary research-based education for sustainable development in higher education through vertically integrated projects. In: Proceedings of the 8th International Symposium for Engineering Education. University of Strathclyde, Glasgow. ISBN 9781914241208

Aburaed, Nour and Al-Saad, Mina and Panthakkan, Alavikunhu and al Mansoori, Saeed and Al-Ahmad, Hussain and Marshall, Stephen; (2022) A hybrid rexception network for COVID-19 classification from chest X-ray images. In: 2021 28th IEEE International Conference on Electronics, Circuits, and Systems, (ICECS), 2021. 2021 28th IEEE International Conference on Electronics, Circuits, and Systems, ICECS 2021 - Proceedings . Institute of Electrical and Electronics Engineers Inc., ARE, pp. 1-5. ISBN 9781728182810

Aburaed, Nour and Panthakkan, Alavikunhu and Al-Saad, Mina and El-rai, Marwa and Almansoori, Saeed and Ahmad, Hussain Al and Marshall, Stephen; Bruzzone, Lorenzo and Bovolo, Francesca and Santi, Emanuele, eds. (2020) Super-resolution of satellite imagery using a wavelet multiscale-based deep convolutional neural network model. In: Proceedings Volume 11533. SPIE, Bellingham, WA. ISBN 9781510638792

El Rai, Marwa Chendeb and Al-Saad, Mina and Aburaed, Nour and Al Mansoori, Saeed and Al-Ahmad, Hussain and Marshall, Stephen; Erbertseder, Thilo and Chrysoulakis, Nektarios and Zhang, Ying, eds. (2020) Automatic detection of potential buried archaeological sites in Saruq Al-Hadid, United Arab Emirates. In: Proceedings Volume 11535. Proceedings of SPIE, 11535 . SPIE, Bellingham, Washington. ISBN 9781510638846

Xie, Guoliang and Zhao, Huimin and Zhao, Sophia and Marshall, Stephen; Ren, Jinchang and Ren, Jinchang and Hussain, Amir and Zhao, Huimin and Huang, Kaizhu and Zheng, Jiangbin and Cai, Jun and Chen, Rongjun and Xiao, Yinyin, eds. (2020) Evaluation of deep learning and conventional approaches for image steganalysis. In: Advances in Brain Inspired Cognitive Systems. Springer, Cham, Switzerland, pp. 342-352. ISBN 9783030394318

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

Cardona, Javier and Ferreira, Carla and Svoboda, Vaclav and Ahmed, Bilal and McGinty, John and Agimelen, Okpeafoh S. and Hamilton, Andrew and Cleary, Alison and Atkinson, Robert and Michie, Craig and Marshall, Stephen and Florence, Alastair J. and Chen, Yi-Chieh and Sefcik, Jan and Andonovic, Ivan and Tachtatzis, Christos; Thorvald, Peter and Case, Keith, eds. (2018) The role of in-line image analysis in the transition to continuous manufacturing in the pharmaceutical industry. In: Advances in Manufacturing Technology XXXII. Advances in Transdisciplinary Engineering . IOS Press, SWE, pp. 27-32. ISBN 978-1-61499-901-0

Zabalza, Jaime and Ren, Jinchang and Marshall, Stephen; (2017) Singular spectrum analysis for effective noise removal and improved data classification in hyperspectral imaging. In: 2014 6th Workshop on Hyperspectral Image and Signal Processing. IEEE, CHE. ISBN 9781467390125

Reines March, Gabriel and Ju, Xiangyang and Marshall, Stephen; (2017) Correlation of pre-operative cancer imaging techniques with post-operative gross and microscopic pathology images. In: Irish Machine Vision and Image Processing Conference Proceedings. Irish Pattern Recognition & Classification Society, IRL, pp. 257-260. ISBN 978-0-9934207-2-6

Summan, Rahul and Mathur, Neha and Dobie, Gordon and West, Graeme and Marshall, Stephen and MacLeod, Charles and Mineo, Carmelo and Pierce, Gareth; (2017) A new probe concept for internal pipework inspection. In: Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies (NPIC&HMIT 2017). American Nuclear Society, USA. ISBN 9780894487439

Young, Andrew and Kay, Andy and Marshall, Stephen and Torr, Ralph and Gray, Alison; (2016) Hyperspectral imaging for erosion detection in wind turbine blades. In: Proceedings of HSI 2016, 12-13th October 2016. UNSPECIFIED, GBR.

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

Noor, S.S.M. and Michael, K. and Marshall, S. and Ren, J. and Tschannerl, J. and Kao, F.J.; Minárik, Ivan and Rybárová, Renata and Trúchly, Peter and Rozinaj, Gregor, eds. (2016) The properties of the cornea based on hyperspectral imaging : optical biomedical engineering perspective. In: Proceedings: the 23rd International Conference on Systems, Signals and Image Processing. IEEE, SVK. ISBN 9781467395557

Young, Andrew and Marshall, Stephen and Gray, Alison; (2016) Outlier and target detection in aerial hyperspectral imagery : a comparison of traditional and percentage occupancy hit or miss transform techniques. In: Proc. SPIE 9844, Automatic Target Recognition XXVI. SPIE, USA.

Coyle, Edward J. and Krogmeier, James V. and Abler, Randal T. and Johnson, Amos and Marshall, Stephen and Gilchrist, Brian E.; Weaver, Gabriela C. and Burgess, Wilella D. and Childress, Amy L. and Slakey, Linda, eds. (2015) The Vertically-Integrated Projects (VIP) Program : leveraging faculty research interests to transform undergraduate STEM education. In: Transforming Institutions. Purdue University Press, West Lafayette, Indiana, pp. 223-234. ISBN 9781557538550

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

Qiao, Tong and Ren, Jinchang and Zabalza, Jaime and Marshall, Stephen; Beyerer, Jürgen and Puente León, Fernando and Längle, Thomas, eds. (2015) Prediction of lamb eating quality using hyperspectral imaging. In: OCM (Optical Characterization of Materials) 2015. KIT scientific publishing, DEU, pp. 15-25. ISBN 978-3-7315-0318-7

Summan, Rahul and Dobie, Gordon and Guarato, Francesco and MacLeod, Charles Norman and Marshall, Stephen and Pierce, Stephen; (2014) Image mosaicing for automated pipe scanning. In: E-Book of Abstracts 41st Annual Review of Progress in Quantitative Nondestructive Evaluation Conference. Iowa State University, USA.

Young, Andrew and Killey, Ainsley and Marshall, Stephen and Gray, Alison; (2014) Outlier and target detection in aerial hyperspectral imagery. In: Proceedings of HSI 2014, 15-16th October 2014. UNSPECIFIED, GBR.

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 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

Qiao, Tong and Ren, Jinchang and Craigie, Cameron and Marshall, Stephen and Maltin, Charlotte; (2013) Effective compression of hyperspectral imagery using improved three dimensional discrete cosine transform. In: 6th UK, Europe, China Millimeter Waves and THz Technology Workshop (UCMMT), 2013. IEEE, ITA.

Lee, Dennis and Yue, Hong and Yu, Jun and Marshall, Stephen; Kariwala, Vinay and Samavedham, Lakshminarayanan and Braatz, Richard D, eds. (2012) Identification of complex biological network classes using extended correlation analysis. In: Advanced control of chemical processes. International Federation of Automatic Control (IFAC), SGP, pp. 457-462. ISBN 9783902823052

Marshall, Stephen and Watson, F. and Fletcher, L.; (2010) Detection and Analysis of Magnetic Fragments within Solar Active Regions. In: SIPWork V. UNSPECIFIED, CHE.

Karthick, Keerambur Ramaswami and Marshall, Stephen and Gray, Alison J. United Kingdom's Knowledge Transfer Partnership (KTP) Program (Funder) (2008) Automatic detection of change in address blocks for reply forms processing. In: Proceedings of IAENG International Conference on Imaging Engineering. International Association of Engineers, HKG, pp. 650-654. ISBN 9789889867188

Gray, Alison and Marshall, Stephen and McKenzie, Jennifer; Giovanni L. Sicuranza, Stephen Marshall, ed. (2006) Modeling of evolving textures using granulometries. In: Advances in Nonlinear Signal and Image Processing. EURASIP Book Series on Signal Processing and Communications, 6 . Hindawi Publishing Corporation, Cairo, Egypt, pp. 239-271. ISBN 977-5945-37-2

Marshall, S. and Hough, K.; (2004) A film archive restoration system using non-linear filters designed in FPGAs. In: Visual media production 2004. IEEE, GBR, pp. 139-144. ISBN 0863413919

Hamid, M.S. and Marshall, S.; (2003) FPGA realisation of the genetic algorithm for the design of grey scale soft morphological filters. In: Visual information engineering 2003. IEEE, GBR, pp. 141-144. ISBN 0852967578