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International Open Access Week! Discover open research content at Strathprints...

21-27 October is International Open Access Week 2019, the theme of which is 'Open for whom? Equity in open knowledge'.

The Strathprints repository provides a digital archive of University of Strathclyde research outputs. Up to 95% of University of Strathclyde research content published since 2015, such as papers and articles, is available from this repository as Open Access thereby supporting equity in open knowledge - and the team supporting open initiatives at Strathclyde is working tirelessly to make even more content open!

Explore recent Open Access research content by world leading researchers across science, engineering, business, social sciences and humanities disciplines.

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Group by: Publication Date | Item type | No Grouping
Jump to: 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012
Number of items: 30.

2019

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

2018

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

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. ISSN 0920-4105 (In Press)

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.

2017

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, Piscataway, NJ. 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, Jon 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

2016

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 (In Press)

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.

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 2151-1535

Qiao, Tong and Ren, Jinchang and Zabalza, Jaime and Marshall, Stephen (2015) Prediction of lamb eating quality using hyperspectral imaging. In: OCM (Optical Characterization of Materials) 2015. KIT scientific publishing, Karlsruhe, Germany, 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

2014

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. 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.

2013

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.

2012

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

This list was generated on Sun Oct 20 12:51:36 2019 BST.