Mr. Xuewen Zhang Profile

Xuewen Zhang

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Publications (3)

Proceedings Article | 8 May 2018 Presentation + Paper

Semi-supervised deep autoencoder network for graph-based dimensionality reduction of hyperspectral imagery

Xuewen Zhang, Nathan Cahill

Proceedings Volume 10644, 106440K (2018) https://doi.org/10.1117/12.2303912

KEYWORDS: Principal component analysis, Hyperspectral imaging, Computer programming, Neurons, Image segmentation, Image classification, Image processing, Image processing algorithms and systems, Detection and tracking algorithms, Associative arrays

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Proceedings Article | 17 May 2016 Paper

Biased normalized cuts for target detection in hyperspectral imagery

Xuewen Zhang, Leidy Dorado-Munoz, David Messinger, Nathan Cahill

Proceedings Volume 9840, 98400Y (2016) https://doi.org/10.1117/12.2224067

KEYWORDS: Target detection, Hyperspectral target detection, Detection and tracking algorithms, Hyperspectral imaging, RGB color model, Image segmentation, Control systems, Silver, Principal component analysis, Algorithm development

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Proceedings Article | 21 May 2015 Paper

SLIC superpixels for efficient graph-based dimensionality reduction of hyperspectral imagery

Xuewen Zhang, Selene Chew, Zhenlin Xu, Nathan Cahill

Proceedings Volume 9472, 947209 (2015) https://doi.org/10.1117/12.2176911

KEYWORDS: Hyperspectral imaging, Image segmentation, Image classification, Algorithm development, MATLAB, Yield improvement, Image processing algorithms and systems, Detection and tracking algorithms, Multispectral imaging, RGB color model

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