Dr. Shengwei Zhong Profile

Dr. Shengwei Zhong

Postdoctoral Research Associate at Nanjing Univ of Science and Technology

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Author

Publications (8)

Proceedings Article | 14 May 2019 Paper

Feature extraction and scene classification for remote sensing image based on sparse representation

Youliang Guo, Junping Zhang, Shengwei Zhong

Proceedings Volume 10986, 109861U (2019) https://doi.org/10.1117/12.2518337

KEYWORDS: Scene classification, Feature extraction, Remote sensing, Image classification

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Proceedings Article | 14 May 2019 Paper

Hyperspectral anomaly detection algorithm based on non-negative sparsity score estimation

Zhenyuan Feng, Junping Zhang, Qiupeng Sun, Shengwei Zhong

Proceedings Volume 10986, 109861V (2019) https://doi.org/10.1117/12.2518646

KEYWORDS: Remote sensing, Hyperspectral imaging, Image processing, Hyperspectral target detection

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Proceedings Article | 14 May 2019 Paper

Unsupervised iterative CEM-clustering based multiple Gaussian feature extraction for hyperspectral image classification

Bai Xue, Shengwei Zhong, Xiaodi Shang, Peter Hu, Chein-I Chang

Proceedings Volume 10986, 109861M (2019) https://doi.org/10.1117/12.2519160

KEYWORDS: Image classification, Hyperspectral imaging, Feature extraction, Principal component analysis, Gaussian filters, Image filtering, Feedback loops

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Proceedings Article | 14 May 2019 Paper

Iterative constrained energy minimization convolutional neural network for hyperspectral image classification

Bai Xue, Xiaodi Shang, Shengwei Zhong, Peter Hu, Chein-I Chang

Proceedings Volume 10986, 109861L (2019) https://doi.org/10.1117/12.2519046

KEYWORDS: Hyperspectral imaging, Image classification, Convolutional neural networks, Target detection, Gaussian filters, Hyperspectral target detection, Neural networks, Feedback loops

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Proceedings Article | 30 August 2017 Presentation + Paper

Object parameters optimization on pure and mixed pixels in thermal hyperspectral imagery

Xinyuan Miao, Ye Zhang, Junping Zhang, Shengwei Zhong

Proceedings Volume 10403, 104030O (2017) https://doi.org/10.1117/12.2272521

KEYWORDS: Remote sensing, Hyperspectral imaging, Infrared imaging, Infrared radiation, Infrared sensors, Atmospheric modeling, Optimization (mathematics), Thermography, Minerals

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SPIE Journal Paper | 23 November 2016

Hyperspectral image spectral–spatial classification using local tensor discriminant feature extraction

Di Wu, Ye Zhang, Sheng Wei Zhong, Guang Jiao Zhou

JARS, Vol. 10, Issue 04, 046015, (November 2016) https://doi.org/10.1117/12.10.1117/1.JRS.10.046015

KEYWORDS: Principal component analysis, Feature extraction, Image classification, Hyperspectral imaging, Matrices, Data centers, RGB color model, Statistical analysis, Composites, Algorithm development

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Proceedings Article | 1 September 2015 Paper

An improved full automated endmember extraction algorithm based on endmember independence

Yiran Wang, Shengwei Zhong, Ye Zhang

Proceedings Volume 9611, 961116 (2015) https://doi.org/10.1117/12.2187865

KEYWORDS: Hyperspectral imaging, RGB color model, Signal processing, Detection and tracking algorithms, Statistical modeling, Data modeling, Vegetation, Mathematical modeling, Information technology, Minerals

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Proceedings Article | 1 September 2015 Paper

A novel anomaly detection approach based on clustering and decision-level fusion

Shengwei Zhong, Ye Zhang

Proceedings Volume 9611, 961115 (2015) https://doi.org/10.1117/12.2187189

KEYWORDS: Detection and tracking algorithms, Hyperspectral imaging, Data modeling, Target detection, Sensors, Image fusion, Hyperspectral target detection, Image processing, Algorithms, Hyperspectral simulation

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Showing 5 of 8 publications

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