Dr. Sicong Liu Profile

Dr. Sicong Liu

at Tongji University

SPIE Involvement:

Conference Program Committee | Editorial Board Member: Journal of Applied Remote Sensing | Author

Area of Expertise:

Multi-/Hyperspectral Remote Sensing , Multi-modal Fusion , Multitemporal Analysis , Planetary Remote Sensing

Proceedings Article | 31 January 2023 Paper

A hybrid approach for metal element identification by using laser-induced breakdown spectroscopy data

Haofeng Zeng, Sicong Liu, Zhuoxian Zhang

Proceedings Volume 12505, 125050I (2023) https://doi.org/10.1117/12.2664527

KEYWORDS: Laser induced breakdown spectroscopy, Metals, Chemical elements, Databases, Principal component analysis, Titanium, Machine learning, Spectroscopy, Detection and tracking algorithms, Aluminum

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Proceedings Article | 31 January 2023 Paper

An automatic classification method for mapping Martian landforms

Sicong Liu, Xiaohua Tong, Shijie Liu, Huan Xie, Yanmin Jin, Qin Lu

Proceedings Volume 12505, 125051M (2023) https://doi.org/10.1117/12.2664529

KEYWORDS: Mars, Visualization, Data modeling, Classification systems, Associative arrays, Analytical research, Semantics, Remote sensing, Principal component analysis, Visual analytics

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Proceedings Article | 20 January 2023 Paper

Optimizing wavelength calibration of MarSCoDe laser induced breakdown spectroscopy

Hongpeng Wang, Sicong Liu, Jianjun Jia, Xiong Wan

Proceedings Volume 12558, 125580B (2023) https://doi.org/10.1117/12.2651494

KEYWORDS: Calibration, Laser induced breakdown spectroscopy, Mars, Minerals, Chemical elements

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Proceedings Article | 26 October 2022 Paper

Multi-temporal change detection based on China’s domestic hyperspectral remote sensing satellite images

Sicong Liu, Xuanning Lu, Kechen Du

Proceedings Volume 12267, 122670G (2022) https://doi.org/10.1117/12.2638888

KEYWORDS: Hyperspectral imaging, Satellites, Binary data, Data acquisition, Satellite imaging, Remote sensing, Expectation maximization algorithms, Sensors, Reflectivity, Earth observing sensors, Composites

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Proceedings Article | 26 October 2022 Paper

An automatic approach for ice-block falls detection in the Martian north polar region

Sicong Liu, Zhengxiang Song, Yanmin Jin

Proceedings Volume 12267, 1226709 (2022) https://doi.org/10.1117/12.2638482

KEYWORDS: Mars, Target detection, Detection and tracking algorithms, Mars Reconnaissance Orbiter, Head, Climate change, Reliability, Climatology, Analytical research, Algorithm development

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Proceedings Article | 12 September 2021 Poster + Presentation + Paper

Hyperspectral image change detection based on intrinsic image decomposition feature extraction

Kecheng Du, Sicong Liu

Proceedings Volume 11862, 1186215 (2021) https://doi.org/10.1117/12.2603753

KEYWORDS: Hyperspectral imaging, Feature extraction, Principal component analysis, Image processing, Convolution, Remote sensing, Light sources and illumination

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Proceedings Article | 20 September 2020 Presentation + Paper

Automatic extraction and change monitoring of fire disaster event based on high-resolution nighttime light remote sensing images

Yi Feng, Leyue Tang, Sicong Liu

Proceedings Volume 11533, 115330A (2020) https://doi.org/10.1117/12.2575804

KEYWORDS: Remote sensing, Quantization, Detection and tracking algorithms, Feature extraction

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Proceedings Article | 5 May 2017 Presentation + Paper

Band selection for change detection from hyperspectral images

Qian Du, Sicong Liu, Xiaohua Tong

Proceedings Volume 10198, 101980T (2017) https://doi.org/10.1117/12.2263024

KEYWORDS: Hyperspectral imaging, Binary data, Expectation maximization algorithms, Remote sensing, Critical dimension metrology, Multispectral imaging, Target detection, Independent component analysis, Algorithm development, Algorithms

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Showing 5 of 8 publications

Conference Committee Involvement (5)

Artificial Intelligence and Image and Signal Processing for Remote Sensing XXX

16 September 2024 | Edinburgh, United Kingdom

Image and Signal Processing for Remote Sensing XXIX

4 September 2023 | Amsterdam, Netherlands

Image and Signal Processing for Remote Sensing XXVIII

5 September 2022 | Berlin, Germany

Image and Signal Processing for Remote Sensing XXVII

13 September 2021 | Online Only, Spain

Image and Signal Processing for Remote Sensing XXVI

21 September 2020 | Online Only, United Kingdom

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