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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

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

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.

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

Aburaed, Nour and Alkhatib, Mohammed Q. and Marshall, Stephen and Zabalza, Jaime and Al Ahmad, Hussain; (2023) Bayesian hybrid loss for hyperspectral SISR using 3D wide residual CNN. In: 2023 IEEE International Conference on Image Processing (ICIP). IEEE, Piscataway, NJ, pp. 2115-2119. ISBN 9781728198354

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.

Ma, Ping and Ren, Jinchang and Sun, Genyun and Zhao, Huimin and Jia, Xiuping and Yan, Yijun and Zabalza, Jaime (2023) Multiscale superpixelwise prophet model for noise-robust feature extraction in hyperspectral images. IEEE Transactions on Geoscience and Remote Sensing, 61. 5508912. ISSN 0196-2892

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

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

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

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

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.

Aburaed, Nour and Alkhatib, Mohammed Q. and Marshall, Stephen and Zabalza, Jaime and Al Ahmad, Hussain; (2022) A comparative study of loss functions for hyperspectral SISR. In: 30th European Signal Processing Conference, EUSIPCO 2022 - Proceedings. European Signal Processing Conference . European Signal Processing Conference, EUSIPCO, SRB, pp. 484-487. ISBN 9789082797091

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

Sun, Genyun and Fu, Hang and Ren, Jinchang and Zhang, Aizhu and Zabalza, Jaime and Jia, Xiuping and Zhao, Huimin (2022) SpaSSA : superpixelwise adaptive SSA for unsupervised spatial-spectral feature extraction in hyperspectral image. IEEE Transactions on Cybernetics, 52 (7). pp. 6158-6169. ISSN 2168-2275

Aburaed, Nour and Alkhatib, Mohammed Q. and Marshall, Stephen and Zabalza, Jaime and Al Ahmad, Hussain; (2021) 3D expansion of SRCNN for spatial enhancement of hyperspectral remote sensing images. In: 2021 4th International Conference on Signal Processing and Information Security, ICSPIS 2021. 2021 4th International Conference on Signal Processing and Information Security, ICSPIS 2021 . Institute of Electrical and Electronics Engineers Inc., ARE, pp. 9-12. ISBN 9781665437967

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

Yan, Yijun and Ren, Jinchang and Liu, Qiaoyuan and Zhao, Huimin and Sun, Haijiang and Zabalza, Jaime (2021) PCA-domain fused singular spectral analysis for fast and noise-robust spectral-spatial feature mining in hyperspectral classification. IEEE Geoscience and Remote Sensing Letters, 20. pp. 1-5. ISSN 1545-598X

Ren, Jinchang and Yan, Yijun and Zhao, Huimin and Ma, Ping and Zabalza, Jaime and Hussain, Zain and Luo, Shaoming and Dai, Qingyun and Zhao, Sophia and Sheikh, Aziz and Hussain, Amir (2020) A novel intelligent computational approach to model epidemiological trends and assess the impact of non-pharmacological interventions for COVID-19. IEEE Journal of Biomedical and Health Informatics, 24 (12). pp. 3551-3563. ISSN 2168-2208

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

Fu, Hang and Sun, Genyun and Ren, Jinchang and Zabalza, Jaime and Zhang, Aizhu and Yao, Yanjuan; (2020) 2D-SSA based multiscale feature fusion for feature extraction and data classification in hyperspectral imagery. In: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium. IEEE, Piscataway, N.J., pp. 76-79. ISBN 9781728163741

Fu, Hang and Sun, Genyun and Zabalza, Jaime and Zhang, Aizhu and Ren, Jinchang and Jia, Xiuping (2020) A novel spectral-spatial singular spectrum analysis technique for near real-time in-situ feature extraction in hyperspectral imaging. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13. pp. 2214-2225. ISSN 1939-1404

Sun, He and Ren, Jinchang and Zhao, Huimin and Sun, Genyun and Liao, Wenzhi and Fang, Zhenyu and Zabalza, Jaime (2020) Adaptive distance-based band hierarchy (ADBH) for effective hyperspectral band selection. IEEE Transactions on Cybernetics. ISSN 2168-2275

Yan, Yijun and Assaad, Maher and Zabalza, Jaime and Ren, Jinchang and Zhao, Huimin (2019) Low cost structured-light based 3D surface reconstruction. International Journal on Smart Sensing and Intelligent Systems, 12 (1). 2. ISSN 1178-5608

Padfield, Natasha and Zabalza, Jaime and Zhao, Huimin and Vargas, Valentin Masero and Ren, Jinchang (2019) EEG-based brain-computer interfaces using motor-imagery : techniques and challenges. Sensors, 19 (6). 1423. ISSN 1424-8220

Zabalza, Jaime and Fei, Zixiang and Wong, Cuebong and Yan, Yijun and Mineo, Carmelo and Yang, Erfu and Rodden, Tony and Mehnen, Jorn and Pham, Quang Cuong and Ren, Jinchang (2019) Smart sensing and adaptive reasoning for enabling industrial robots with interactive human-robot capabilities in dynamic environments - a case study. Sensors, 19 (6). 1354. ISSN 1424-8220

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

Qing, Chunmei and Ruan, Jiawei and Xu, Xiangmin and Ren, Jinchang and Zabalza, Jaime (2019) Spatial-spectral classification of hyperspectral images : a deep learning framework with Markov random fields based modeling. IET Image Processing, 13 (2). pp. 235-245. ISSN 1751-9659

Zhao, Jing and Ren, Jinchang and Zabalza, Jaime and Gao, Jinghuai and Xu, Xinying and Xie, Gang (2018) Cognitive seismic data modelling based successive differential evolution algorithm for effective exploration of oil-gas reservoirs. Journal of Petroleum Science and Engineering, 171. pp. 1159-1170. ISSN 0920-4105

Tschannerl, Julius and Ren, Jinchang and Zabalza, Jaime and Marshall, Stephen (2018) Segmented autoencoders for unsupervised embedded hyperspectral band selection. In: 7th European Workshop on Visual Information Processing, 2018-11-26 - 2018-11-28.

Sun, He and Ren, Jinchang and Yan, Yijun and Zabalza, Jaime and Marshall, Stephen (2018) Joint kernelized sparse representation classification for hyperspectral imagery. In: Hyperspectral Imaging Applications (HSI) 2018, 2018-10-10 - 2018-10-11.

Zabalza, Jaime and Zhang, Aizhu and Ma, Ping and Liu, Sihan and Sun, Genyun and Huang, Hui and Wang, Zhenjie and Lin, Chengyan (2018) Hyperspectral band selection using crossover based gravitational search algorithm. IET Image Processing. ISSN 1751-9659

Zabalza, Jaime and Fei, Zixiang and Wong, Cuebong and Yan, Yijun and Mineo, Carmelo and Yang, Erfu and Rodden, Tony and Mehnen, Jorn and Pham, Quang-Cuong and Ren, Jinchang (2018) Making industrial robots smarter with adaptive reasoning and autonomous thinking for real-time tasks in dynamic environments : a case study. In: The 9th International Conference on Brain-Inspired Cognitive System​, 2018-07-07 - 2018-07-08, Guangcheng Hotel.

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

Zabalza, Jaime and Qing, Chunmei and Yuen, Peter and Sun, Genyun and Zhao, Huimin and Ren, Jinchang (2017) Fast implementation of two-dimensional singular spectrum analysis for effective data classification in hyperspectral imaging. Journal of the Franklin Institute. ISSN 0016-0032

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

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

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

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.

Zabalza, Jaime and Ren, Jinchang and Marshall, Stephen (2015) 'On the fly' dimensionality reduction for hyperspectral image acquisition. In: 23rd European Signal Processing Conference, 2015 (EUSIPCO 2015), 2015-08-31 - 2015-09-04.

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

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, 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

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

Qiao, Tong and Ren, Jinchang and Craigie, Cameron and Zabalza, Jaime and Maltin, Charlotte and Marshall, Stephen (2014) Comparison between near infrared spectroscopy and hyperspectral imaging in predicting beef eating quality. In: Hyperspectral Imaging and Applications Conference (HSI 2014), 2014-10-15 - 2014-10-16, Ricoh Arena.

Qiao, Tong and Ren, Jinchang and Zabalza, Jaime and Craigie, Cameron and Maltin, Charlotte and Marshall, Stephen (2014) Singular spectrum analysis for hyperspectral imaging based beef eating quality evaluation: a new pre-processing method. In: Farm Animal IMaging (FAIM), 2014-09-25 - 2014-09-26.

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.

Qiao, Tong and Ren, Jinchang and Zabalza, Jaime and Craigie, Cameron and Maltin, Charlotte (2013) Use of hyperspectral imaging technologies for prediction of beef meat quality. In: Farm Animal IMaging (FAIM) II, 2013-10-29 - 2013-10-30.

Zabalza, Jaime and Ren, Jinchang and Clemente, Carmine and Di Caterina, Gaetano and Soraghan, John; (2012) Embedded SVM on TMS320C6713 for signal prediction in classification and regression applications. In: 2012 5th European DSP Education and Research Conference (EDERC). IEEE, pp. 90-94. ISBN 978-1-4673-4595-8