Mr. Jin Xie Profile

Jin Xie

at Beijing Univ of Technology

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Author

Publications (3)

Proceedings Article | 10 November 2022 Paper

Hyperspectral image classification with a dense multi-scale residual network

Jin Xie, Yiheng Cai, Jingxian Yang, Dan Liu

Proceedings Volume 12331, 123313D (2022) https://doi.org/10.1117/12.2652223

KEYWORDS: Image classification, Hyperspectral imaging, Convolution, Feature extraction, Optical filters, Convolutional neural networks, Network architectures, Multiplexing, Image processing, 3D modeling

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SPIE Journal Paper | 9 July 2022

Multiscale residual weakly dense network with attention mechanism for hyperspectral image classification

Jianjun Pan, Yiheng Cai, Meiling Tan, Jin Xie

JARS, Vol. 16, Issue 03, 034504, (July 2022) https://doi.org/10.1117/12.10.1117/1.JRS.16.034504

KEYWORDS: Feature extraction, Classification systems, Image classification, Hyperspectral imaging, Convolution, Image processing, Structural design, Sensors, RGB color model, Convolutional neural networks

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SPIE Journal Paper | 17 May 2021

Hyperspectral image classification using multi-branch-multi-scale residual fusion network

Yiheng Cai, Jin Xie, Shinan Lang, Jingxian Yang, Dan Liu

JARS, Vol. 15, Issue 02, 024512, (May 2021) https://doi.org/10.1117/12.10.1117/1.JRS.15.024512

KEYWORDS: Convolution, Image classification, Hyperspectral imaging, Feature extraction, Image processing, Image fusion, 3D image processing, Sensors, Remote sensing, Neural networks

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