Mr. Fang Liu Profile

Fang Liu

at Xidian Univ

SPIE Involvement:

Author

Publications (10)

SPIE Journal Paper | 11 January 2019

Structural feature learning-based unsupervised semantic segmentation of synthetic aperture radar image

Fang Liu, Puhua Chen, Yuanjie Li, Licheng Jiao, Dashen Cui, Yuanhao Cui, Jing Gu

JARS, Vol. 13, Issue 01, 014501, (January 2019) https://doi.org/10.1117/12.10.1117/1.JRS.13.014501

KEYWORDS: Image segmentation, Synthetic aperture radar, Visualization, Image processing, Image processing algorithms and systems, Visual process modeling, Data modeling, Bayesian inference, Performance modeling, Machine learning

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SPIE Journal Paper | 26 April 2018

Exact divide-and-conquer algorithm of multinomial logistic regression for hyperspectral image classification

Xiaotao Wang, Fang Liu

JARS, Vol. 12, Issue 02, 025005, (April 2018) https://doi.org/10.1117/12.10.1117/1.JRS.12.025005

KEYWORDS: Hyperspectral imaging, Image classification, Matrix multiplication, Image sensors, Visualization, Error analysis, Chemical elements, Algorithms, Matrices, Data acquisition

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SPIE Journal Paper | 11 January 2018

Pan-sharpening via compressed superresolution reconstruction and multidictionary learning

Cheng Shi, Fang Liu, Lingling Li, Licheng Jiao, Hongxia Hao, Ronghua Shang, Yangyang Li

JARS, Vol. 12, Issue 01, 016011, (January 2018) https://doi.org/10.1117/12.10.1117/1.JRS.12.016011

KEYWORDS: Associative arrays, Super resolution, Reconstruction algorithms, Earth observing sensors, High resolution satellite images, Image processing, Discrete wavelet transforms, Image compression, Spatial resolution, Chemical species

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SPIE Journal Paper | 15 July 2016

Dimensionality reduction for hyperspectral image classification based on multiview graphs ensemble

Puhua Chen, Licheng Jiao, Fang Liu, Jiaqi Zhao, Zhiqiang Zhao

JARS, Vol. 10, Issue 03, 030501, (July 2016) https://doi.org/10.1117/12.10.1117/1.JRS.10.030501

KEYWORDS: Spectroscopy, Image classification, Hyperspectral imaging, Distance measurement, Feature extraction, Image sensors, Image understanding, Roads, Feature selection, Optical sensors

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SPIE Journal Paper | 2 May 2016

Unsupervised polarimetric synthetic aperture radar image classification based on sketch map and adaptive Markov random field

Junfei Shi, Lingling Li, Fang Liu, Licheng Jiao, Hongying Liu, Shuyuan Yang, Lu Liu, Hong-Xia Hao

JARS, Vol. 10, Issue 02, 025008, (May 2016) https://doi.org/10.1117/12.10.1117/1.JRS.10.025008

KEYWORDS: Mathematical modeling, Image classification, Polarimetry, Magnetorheological finishing, Data modeling, Image segmentation, Synthetic aperture radar, Speckle, Roads, Visual process modeling

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SPIE Journal Paper | 26 March 2014

Pan-sharpening algorithm to remove thin cloud via mask dodging and nonsampled shift-invariant shearlet transform

Cheng Shi, Fang Liu, Ling-Ling Li, Hong-Xia Hao

JARS, Vol. 8, Issue 01, 083658, (March 2014) https://doi.org/10.1117/12.10.1117/1.JRS.8.083658

KEYWORDS: Clouds, Image enhancement, Image filtering, Lawrencium, Image processing, Spatial resolution, Principal component analysis, Image quality, Image fusion, Wavelets

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SPIE Journal Paper | 1 February 2008

Fusion of infrared and visual images based on contrast pyramid directional filter banks using clonal selection optimizing

Haiyan Jin, Licheng Jiao, Fang Liu, Yutao Qi

OE, Vol. 47, Issue 02, 027002, (February 2008) https://doi.org/10.1117/12.10.1117/1.2857417

KEYWORDS: Image fusion, Visualization, Thermography, Infrared imaging, Infrared radiation, Image filtering, Optical engineering, Image visualization, Silver, Optical filters

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SPIE Journal Paper | 1 July 2003

New least-significant-bit-based steganographic model

Hua Zhong, Licheng Jiao, Fang Liu

OE, Vol. 42, Issue 07, (July 2003) https://doi.org/10.1117/12.10.1117/1.1577351

KEYWORDS: Image processing, Steganography, Steganalysis, Image quality, Optical engineering, Statistical modeling, Receivers, Modulation, Data hiding, Statistical analysis

Proceedings Article | 31 July 2002 Paper

Hybrid image retrieval algorithm using shape

Weicai Zhong, Jing Liu, Licheng Jiao, Fang Liu

Proceedings Volume 4875, (2002) https://doi.org/10.1117/12.477113

KEYWORDS: Image retrieval, Databases, Feature extraction, Image segmentation, Content based image retrieval, Edge detection, Sensors, Detection and tracking algorithms, Gaussian filters, Radar signal processing

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Proceedings Article | 31 July 2002 Paper

Image retrieval algorithm using fractal dimensions

Jing Liu, Weicai Zhong, Fang Liu, Licheng Jiao

Proceedings Volume 4875, (2002) https://doi.org/10.1117/12.477114

KEYWORDS: Fractal analysis, Image retrieval, Databases, Visualization, Image processing, Feature extraction, Image segmentation, Distortion, Data modeling, Digital imaging

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Showing 5 of 10 publications

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