Prof. Liang Xiao Profile

Prof. Liang Xiao

at Nanjing Univ of Science & Technology

SPIE Involvement:

Editor | Author

Proceedings Article | 27 June 2023 Paper

Multiscale semantic alignment graph convolution network for single-shot learning based hyperspectral image classification

Haojie Gong, Ghulam Farooque, Abdolraheem Khader, Liang Xiao

Proceedings Volume 12705, 127051G (2023) https://doi.org/10.1117/12.2680761

KEYWORDS: Feature extraction, Convolution, Machine learning, Image segmentation, Hyperspectral imaging

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Proceedings Article | 27 June 2023 Paper

Complementary features-aware attentive multi-adapter network for hyperspectral object tracking

Shaoqi Ma, Abdolraheem Khader, Liang Xiao

Proceedings Volume 12705, 1270523 (2023) https://doi.org/10.1117/12.2680541

KEYWORDS: Feature extraction, Optical tracking, Visualization, Video, Principal component analysis, Education and training, Convolution, Semantics, Online learning, Feature selection

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Proceedings Article | 13 March 2018 Paper

Architectural analysis on dynamic MRI to study thoracic insufficiency syndrome

Jie Song, Jayaram Udupa, Yubing Tong, Liang Xiao, Caiyun Wu, Joseph McDonough, Anthony Capraro, Drew Torigian, Robert Campbell

Proceedings Volume 10576, 105762C (2018) https://doi.org/10.1117/12.2294551

KEYWORDS: Platinum, Lung, Image segmentation, Kidney, Magnetic resonance imaging, 3D image processing, Image processing, Distance measurement, 3D metrology, Statistical analysis

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SPIE Journal Paper | 28 September 2017 Open Access

Pansharpening via sparse regression

Songze Tang, Liang Xiao, Pengfei Liu, Lili Huang, Nan Zhou, Yang Xu

OE, Vol. 56, Issue 09, 093105, (September 2017) https://doi.org/10.1117/12.10.1117/1.OE.56.9.093105

KEYWORDS: Associative arrays, Lawrencium, Image fusion, Wavelets, Spatial resolution, Optical engineering, Distortion, Image compression, Image enhancement, Visualization

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SPIE Journal Paper | 21 September 2015

Color demosaicking via robust adaptive sparse representation

Lili Huang, Liang Xiao, Qinghua Chen, Kai Wang

JEI, Vol. 24, Issue 05, 053012, (September 2015) https://doi.org/10.1117/12.10.1117/1.JEI.24.5.053012

KEYWORDS: Code division multiplexing, Associative arrays, Chemical species, Visualization, Cameras, Image enhancement, Sensors, Data modeling, Image compression, MATLAB

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SPIE Journal Paper | 18 September 2014

Partial least-squares regression on common feature space for single image superresolution

Songze Tang, Liang Xiao, Pengfei Liu, Huicong Wu

JEI, Vol. 23, Issue 05, 053006, (September 2014) https://doi.org/10.1117/12.10.1117/1.JEI.23.5.053006

KEYWORDS: Lawrencium, Super resolution, Image quality, Simulation of CCA and DLA aggregates, Matrices, Reconstruction algorithms, Visualization, Image analysis, Image processing, Canonical correlation analysis

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SPIE Journal Paper | 6 May 2014

Edge and color preserving single image superresolution

Songze Tang, Liang Xiao, Pengfei Liu, Jun Zhang, Lili Huang

JEI, Vol. 23, Issue 03, 033002, (May 2014) https://doi.org/10.1117/12.10.1117/1.JEI.23.3.033002

KEYWORDS: Super resolution, Lawrencium, Image quality, Visualization, Image restoration, Optimization (mathematics), Reconstruction algorithms, Image processing, RGB color model, Algorithm development

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SPIE Journal Paper | 3 October 2012

Fractional-order iterative regularization method for total variation based image denoising

Jun Zhang, Zhihui Wei, Liang Xiao

JEI, Vol. 21, Issue 4, 043005, (October 2012) https://doi.org/10.1117/12.10.1117/1.JEI.21.4.043005

KEYWORDS: Radio over Fiber, Image denoising, Image processing, Visualization, Signal to noise ratio, Signal processing, Image enhancement, Image filtering, Electronic imaging, Computer science

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Proceedings Article | 14 February 2012 Paper

A parametric statistic model and fast algorithm for brain MR image segmentation and bias correction

Tianming Zhan, Zhihui Wei, Liang Xiao, Ling Qian

Proceedings Volume 8314, 83142I (2012) https://doi.org/10.1117/12.910782

KEYWORDS: Image segmentation, Image processing algorithms and systems, Tissues, Lithium, Expectation maximization algorithms, Brain, Magnetic resonance imaging, Neuroimaging, Magnetism, Statistical modeling

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Proceedings Article | 11 November 2010 Paper

Automated centreline extraction of neuronal dendrite from optical microscopy image stacks

Liang Xiao, Fanbiao Zhang

Proceedings Volume 7850, 78502Q (2010) https://doi.org/10.1117/12.871721

KEYWORDS: Dendrites, Spine, Image processing, 3D image processing, Confocal microscopy, Optical microscopy, Image segmentation, Wavelets, Medical imaging, Image filtering

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SPIE Journal Paper | 1 October 2008

Comments on “Robust embedding of visual watermarks using discrete wavelet transform and singular value decomposition” and theoretical analysis

Liang Xiao, Zhihui Wei, Jianbing Ye

JEI, Vol. 17, Issue 04, 040501, (October 2008) https://doi.org/10.1117/12.10.1117/1.3041170

KEYWORDS: Digital watermarking, Discrete wavelet transforms, Visualization, Cameras, Matrices, Image restoration, Visual analytics, Detection and tracking algorithms, Algorithms, Computer science

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Proceedings Article | 17 January 2008 Paper

Singularity analysis of pavement surface images

Gang Wang, An-zhi He, Liang Xiao

Proceedings Volume 6723, 67234H (2008) https://doi.org/10.1117/12.783640

KEYWORDS: Image processing, Wavelets, Image analysis, Statistical analysis, Fractal analysis, Roads, Bromine, Image segmentation, Turbulence, Optical testing

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SPIE Journal Paper | 1 January 2008

Algorithm based on the finite ridgelet transform for enhancing faint pavement cracks

Gang Wang, Xiu-wei Xu, Liang Xiao, Anzhi He

OE, Vol. 47, Issue 01, 017004, (January 2008) https://doi.org/10.1117/12.10.1117/1.2834253

KEYWORDS: Image enhancement, Wavelets, Optical engineering, Wavelet transforms, Radon transform, Neural networks, Continuous wavelet transforms, Calibration, Physics, Electronics engineering

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Showing 5 of 13 publications

SPIE Conference Volume | 25 March 2024

Fifteenth International Conference on Graphics and Image Processing (ICGIP 2023)

SPIE Conference Volume | 27 June 2023

Fourteenth International Conference on Graphics and Image Processing (ICGIP 2022)

SPIE Conference Volume | 16 February 2022

Thirteenth International Conference on Graphics and Image Processing (ICGIP 2021)

Conference Committee Involvement (3)

Fifteenth International Conference on Graphics and Image Processing (ICGIP 2023)

10 November 2023 | Suzhou, China

Fourteenth International Conference on Graphics and Image Processing (ICGIP 2022)

21 October 2022 | Nanjing, China

Thirteenth International Conference on Graphics and Image Processing (ICGIP 2021)

18 August 2021 | Kunming, China

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