Prof. Xiuping Jia Profile

Prof. Xiuping Jia

at Australian Defence Force Academy

SPIE Involvement:

Author

Publications (10)

SPIE Press Book | 1 July 2022

Field Guide to Hyperspectral / Multispectral Image Processing

Xiuping Jia

KEYWORDS: Image processing, Hyperspectral imaging, Data modeling, Image enhancement, Image classification, Image segmentation, Remote sensing, Feature extraction, Statistical analysis, Spatial resolution

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Field Guide to Hyperspectral / Multispectral Image Processing

SPIE Journal Paper | 9 November 2021 Open Access

Special Section Guest Editorial: Satellite Hyperspectral Remote Sensing: Algorithms and Applications

Kun Tan, Xiuping Jia, Antonio Plaza

JARS, Vol. 15, Issue 04, 042601, (November 2021) https://doi.org/10.1117/12.10.1117/1.JRS.15.042601

KEYWORDS: Hyperspectral imaging, Satellites, Remote sensing, Satellite imaging, Evolutionary algorithms, Image fusion, Earth observing sensors, Image classification, Soil contamination, Neural networks

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SPIE Journal Paper | 29 October 2020

Twin support vector machine-based hyperspectral unmixing and its uncertainty analysis

Liguo Wang, San Wang, Xiuping Jia, Xiaofeng Li

JARS, Vol. 14, Issue 04, 046504, (October 2020) https://doi.org/10.1117/12.10.1117/1.JRS.14.046504

KEYWORDS: Uncertainty analysis, Tolerancing, Error analysis, Communication engineering, Statistical analysis, Hematite, Signal to noise ratio, Sensors, Remote sensing, Matrices

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Proceedings Article | 28 September 2009 Paper

Automatic registration of SAR and optical imagery using cross-cumulative residual entropy

Mark Pickering, Yi Xiao, Xiuping Jia

Proceedings Volume 7477, 74770W (2009) https://doi.org/10.1117/12.830046

KEYWORDS: Image registration, Synthetic aperture radar, Sensors, Optimization (mathematics), Image processing, Motion estimation, Image fusion, Motion models, Image resolution, Remote sensing

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Proceedings Article | 7 October 2008 Paper

Efficient target detection by object-based thematic mapping using remote sensing imagery

Xiuping Jia, Yi Xiao, Mark Pickering

Proceedings Volume 7114, 71140S (2008) https://doi.org/10.1117/12.800160

KEYWORDS: Target detection, Remote sensing, Detection and tracking algorithms, Spatial resolution, Protactinium, Lead, Digital filtering, Atrial fibrillation, Feature extraction, Hyperspectral imaging

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Proceedings Article | 13 September 2008 Paper

Wavelet domain denoising by using the universal hidden Markov tree model

Feng Li, Donald Fraser, Xiuping Jia, Andrew Lambert

Proceedings Volume 7073, 707304 (2008) https://doi.org/10.1117/12.794064

KEYWORDS: Wavelets, Image denoising, Denoising, Wavelet transforms, Expectation maximization algorithms, Image restoration, Visualization, Silicon, Discrete wavelet transforms, Remote sensing

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Proceedings Article | 5 May 2008 Paper

Registration of multi-sensor remote sensing imagery by gradient-based optimization of cross-cumulative residual entropy

Mark Pickering, Yi Xiao, Xiuping Jia

Proceedings Volume 6966, 69660U (2008) https://doi.org/10.1117/12.777016

KEYWORDS: Image registration, Optimization (mathematics), Remote sensing, Image processing, Sensors, Image sensors, Motion estimation, Motion models, Image resolution, Reflectivity

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Proceedings Article | 2 May 2008 Paper

Automatic target recognition from surveillance images using phase mutual information

Scott Elmes, Xiuping Jia, Mark Pickering

Proceedings Volume 6967, 69670X (2008) https://doi.org/10.1117/12.777445

KEYWORDS: 3D modeling, Target recognition, Target detection, 3D acquisition, Surveillance, Phase measurement, 3D image processing, Continuous wavelet transforms, Automatic target recognition, Remote sensing

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Proceedings Article | 26 July 2007 Paper

A sampling strategy for a single step land cover change classification

Z. Huang, X. Jia, L. Ge

Proceedings Volume 6752, 67523H (2007) https://doi.org/10.1117/12.761233

KEYWORDS: Mining, Agriculture, Landsat, Lutetium, Error analysis, Image classification, Land mines, Accuracy assessment, Classification systems, Earth observing sensors

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Proceedings Article | 26 July 2007 Paper

Efficient IBP with super resolution for ALOS imagery

Feng Li, Donald Fraser, Xiuping Jia

Proceedings Volume 6752, 675242 (2007) https://doi.org/10.1117/12.761314

KEYWORDS: Lawrencium, Image registration, Satellites, Super resolution, Remote sensing, Image processing, Satellite imaging, Earth observing sensors, Sensors, Prisms

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Showing 5 of 10 publications

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