• United Kingdom

Accepting PhD Students

20122020

Research output per year

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Research Output

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Article

Adaptive distance-based band hierarchy (ADBH) for effective hyperspectral band selection

Sun, H., Ren, J., Zhao, H., Sun, G., Liao, W., Fang, Z. & Zabalza, J., 24 Mar 2020, In : IEEE Transactions on Cybernetics. 13 p.

Research output: Contribution to journalArticle

Open Access
File
1 Downloads (Pure)

Cognitive seismic data modelling based successive differential evolution algorithm for effective exploration of oil-gas reservoirs

Zhao, J., Ren, J., Zabalza, J., Gao, J., Xu, X. & Xie, G., 14 Aug 2018, (Accepted/In press) In : Journal of Petroleum Science and Engineering.

Research output: Contribution to journalArticle

Open Access
File
3 Downloads (Pure)

Effective denoising and classification of hyperspectral images using curvelet transform and singular spectrum analysis

Qiao, T., Ren, J., Wang, Z., Zabalza, J., Sun, M., Zhao, H., Li, S., Benediktsson, J. A., Dai, Q. & Marshall, S., 4 Jan 2017, In : IEEE Transactions on Geoscience and Remote Sensing. 55, 1, p. 119-133 15 p.

Research output: Contribution to journalArticle

Open Access
File
52 Citations (Scopus)
229 Downloads (Pure)
Open Access
File
18 Citations (Scopus)
249 Downloads (Pure)

Fast implementation of two-dimensional singular spectrum analysis for effective data classification in hyperspectral imaging

Zabalza, J., Qing, C., Yuen, P., Sun, G., Zhao, H. & Ren, J., 12 May 2017, In : Journal of the Franklin Institute. 19 p.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
19 Downloads (Pure)

Hyperspectral band selection using crossover based gravitational search algorithm

Zabalza, J., Zhang, A., Ma, P., Liu, S., Sun, G., Huang, H., Wang, Z. & Lin, C., 17 Aug 2018, In : IET Image Processing.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
26 Downloads (Pure)

Low cost structured-light based 3D surface reconstruction

Yan, Y., Assaad, M., Zabalza, J., Ren, J. & Zhao, H., 23 Apr 2019, In : International Journal on Smart Sensing and Intelligent Systems. 12, 1, 11 p., 2.

Research output: Contribution to journalArticle

Open Access
File
12 Downloads (Pure)

Novel folded-PCA for improved feature extraction and data reduction with hyperspectral imaging and SAR in remote sensing

Zabalza, J., Ren, J., Yang, M., Zhang, Y., Wang, J., Marshall, S. & Han, J., Jul 2014, In : ISPRS Journal of Photogrammetry and Remote Sensing. 93, p. 112-122 11 p.

Research output: Contribution to journalArticle

File
102 Citations (Scopus)
365 Downloads (Pure)

Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging

Zabalza, J., Ren, J., Zheng, J., Zhao, H., Qing, C., Yang, Z., Du, P. & Marshall, S., 12 Apr 2016, In : Neurocomputing. 185, p. 1-10 10 p.

Research output: Contribution to journalArticle

Open Access
File
118 Citations (Scopus)
228 Downloads (Pure)

Novel two dimensional singular spectrum analysis for effective feature extraction and data classification in hyperspectral imaging

Zabalza, J., Ren, J., Zheng, J., Han, J., Zhao, H., Li, S. & Marshall, S., 31 Aug 2015, In : IEEE Transactions on Geoscience and Remote Sensing. 53, 8, p. 4418-4433 16 p.

Research output: Contribution to journalArticle

Open Access
File
71 Citations (Scopus)
281 Downloads (Pure)
Open Access
File
30 Citations (Scopus)
32 Downloads (Pure)
Open Access
File
54 Citations (Scopus)
153 Downloads (Pure)

Singular spectrum analysis: a note on data processing for Fourier transform hyperspectral imagers

Rafert, J. B., Zabalza, J., Marshall, S. & Ren, J., 2 Feb 2016, (Accepted/In press) In : Applied Spectroscopy. 10 p.

Research output: Contribution to journalArticle

Open Access
File
223 Downloads (Pure)

Singular spectrum analysis for effective feature extraction in hyperspectral imaging

Zabalza, J., Ren, J., Wang, Z., Marshall, S. & Wang, J., Nov 2014, In : IEEE Geoscience and Remote Sensing Letters. 11, 11, p. 1886-1890 5 p.

Research output: Contribution to journalArticle

File
54 Citations (Scopus)
584 Downloads (Pure)

Singular spectrum analysis for improving hyperspectral imaging based beef eating quality evaluation

Qiao, T., Ren, J., Craigie, C., Zabalza, J., Maltin, C. & Marshall, S., Jul 2015, In : Computers and Electronics in Agriculture. 115, p. 21-25 5 p.

Research output: Contribution to journalArticle

Open Access
File
27 Citations (Scopus)
84 Downloads (Pure)
Open Access
File
13 Downloads (Pure)

Structured covariance principal component analysis for real-time onsite feature extraction and dimensionality reduction in hyperspectral imaging

Zabalza, J., Ren, J., Ren, J., Liu, Z. & Marshall, S., 4 Jul 2014, In : Applied Optics. 53, 20, p. 4440-4449 10 p., 208226.

Research output: Contribution to journalArticle

Open Access
File
36 Citations (Scopus)
169 Downloads (Pure)
Open Access
File
8 Citations (Scopus)
12 Downloads (Pure)

Visible hyperspectral imaging for lamb quality prediction

Qiao, T., Ren, J., Yang, Z., Qing, C., Zabalza, J. & Marshall, S., 28 Dec 2015, In : Technisches Messen. 82, 12, p. 643-652 10 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)