Dr. Xiaoming Liu Profile

Dr. Xiaoming Liu

at Wuhan Univ of Science And Technology

SPIE Involvement:

Author

Publications (9)

Proceedings Article | 21 July 2017 Paper

Automated detection of age-related macular degeneration in OCT images using multiple instance learning

Weiwei Sun, Xiaoming Liu, Zhou Yang

Proceedings Volume 10420, 104203V (2017) https://doi.org/10.1117/12.2282522

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Proceedings Article | 21 July 2017 Paper

Fluid region segmentation in OCT images based on convolution neural network

Dong Liu, Xiaoming Liu, Tianyu Fu, Zhou Yang

Proceedings Volume 10420, 104202A (2017) https://doi.org/10.1117/12.2282513

KEYWORDS: Image segmentation, Optical coherence tomography, Convolution, Neural networks

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Proceedings Article | 21 July 2017 Paper

A deep convolutional feature based learning layer-specific edges method for segmenting OCT image

Tianyu Fu, Xiaoming Liu, Dong Liu, Zhou Yang

Proceedings Volume 10420, 1042029 (2017) https://doi.org/10.1117/12.2282508

KEYWORDS: Image segmentation, Optical coherence tomography, Image processing, Neural networks

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SPIE Journal Paper | 1 February 2017

Patch-based denoising method using low-rank technique and targeted database for optical coherence tomography image

Xiaoming Liu, Zhou Yang, Jia Wang, Jun Liu, Kai Zhang, Wei Hu

JMI, Vol. 4, Issue 01, 014002, (February 2017) https://doi.org/10.1117/12.10.1117/1.JMI.4.1.014002

KEYWORDS: Denoising, Optical coherence tomography, Databases, Medical imaging, Image denoising, Image analysis, Image filtering, Tissues, Signal to noise ratio, Image processing

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Proceedings Article | 29 August 2016 Paper

Two-dimensional noise reduction in optical coherence tomography based on the shearlet transform

Xiaoming Liu, Zhou Yang, Jia Wang, Zhigang Zeng, Zuoyong Li

Proceedings Volume 10033, 100331U (2016) https://doi.org/10.1117/12.2244630

KEYWORDS: Optical coherence tomography, Denoising, Image denoising, Image processing, Digital filtering, Wavelets, Linear filtering, Image quality, Signal attenuation, Speckle

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Proceedings Article | 29 August 2016 Paper

Improvement of mass detection in mammogram using multi-view information

Xiaoming Liu, Ting Zhu, Leilei Zhai, Jun Liu

Proceedings Volume 10033, 100334M (2016) https://doi.org/10.1117/12.2244627

KEYWORDS: Mammography, Feature extraction, Feature selection, Breast, Computer aided diagnosis and therapy, Breast cancer, Computing systems, Databases, Nipple, Tissues

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Proceedings Article | 29 August 2016 Paper

Automated segmentation of nine retinal layers with layer thickness information on SD-OCT images

Xiaoming Liu, Jia Wang, Zhou Yang, Wei Hu

Proceedings Volume 10033, 100331G (2016) https://doi.org/10.1117/12.2244637

KEYWORDS: Image segmentation, Image processing algorithms and systems, Optical coherence tomography, Blood vessels, Retina, Algorithm development, Electrophoretic light scattering, Statistical analysis, Multilayers, Computer science

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Proceedings Article | 29 August 2016 Paper

A new feature selection method for the detection of architectural distortion in mammographic images

Xiaoming Liu, Leilei Zhai, Ting Zhu, Kai Zhang

Proceedings Volume 10033, 1003341 (2016) https://doi.org/10.1117/12.2244633

KEYWORDS: Feature extraction, Feature selection, Architectural distortion, Distortion, Breast cancer, Image filtering, Mammography, Computer aided diagnosis and therapy, Databases, Breast

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Proceedings Article | 10 January 2014 Paper

Mass classification in mammogram with semi-supervised relief based feature selection

Xiaoming Liu, Jun Liu, Zhilin Feng, Xin Xu, J. Tang

Proceedings Volume 9069, 90691B (2014) https://doi.org/10.1117/12.2051006

KEYWORDS: Feature selection, Image segmentation, Feature extraction, Mammography, Breast cancer, Image classification, Computer aided diagnosis and therapy, Biopsy, Tumors, Data modeling

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Showing 5 of 9 publications

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