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20122019
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Research Output 2012 2019

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Article
2019

Low cost structured-light based 3D surface reconstruction

Yan, Y., Assaad, M., Zabalza, J., Ren, J. & Zhao, H., 23 Apr 2019, 12, 1, 11 p., 2.

Research output: Contribution to journalArticle

Open Access
File
Surface reconstruction
Costs
Lasers
Triangulation
Quality control
Open Access
File
Industrial robots
Robotics
robots
Reaction Time
Planning Techniques
2 Citations (Scopus)
Open Access
File
pixel
Pixels
Image classification
image classification
learning
2018

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
Gas oils
Data structures
Seismographs
Hydrocarbons
3 Citations (Scopus)

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
Set theory
Particle swarm optimization (PSO)
Transfer functions
Data reduction
Experiments
2017
46 Citations (Scopus)

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
Spectrum analysis
Feature extraction
transform
wavelet
Processing
2 Citations (Scopus)

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
Singular Spectrum Analysis
Hyperspectral Imaging
Data Classification
Spectrum analysis
Computational complexity
2016

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
Image sensors
Spectrum analysis
spectrum analysis
Fourier transforms
interferometry
2015
16 Citations (Scopus)
Open Access
File
Spectrum analysis
Feature extraction
Singular value decomposition
pixel
Pixels
69 Citations (Scopus)

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
Spectrum analysis
Feature extraction
Decomposition
decomposition
Classifiers
24 Citations (Scopus)
Open Access
File
Beef
industries
Spectroscopy
Meats
predictions
23 Citations (Scopus)

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
hyperspectral imagery
Beef
Spectrum analysis
beef
ingestion
2014
88 Citations (Scopus)

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
data reduction
synthetic aperture radar
principal components analysis
Synthetic aperture radar
pattern recognition
49 Citations (Scopus)
Open Access
File
Embedded systems
Feature extraction
Costs
50 Citations (Scopus)

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
Spectrum analysis
Feature extraction
Time series analysis
time series analysis
Support vector machines
34 Citations (Scopus)

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
principal components analysis
Covariance matrix
pattern recognition
Principal component analysis
Feature extraction