Dr. Yiheng Cai Profile

Dr. Yiheng Cai

at Beijing Univ of Technology

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Author

Publications (3)

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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SPIE Journal Paper | 20 August 2020

Classification of hyperspectral images by spectral–spatial dense-residual network

Yiheng Cai, Yajun Guo, Shinan Lang, Jiaqi Liu, Shaobin Hu

JARS, Vol. 14, Issue 03, 036513, (August 2020) https://doi.org/10.1117/12.10.1117/1.JRS.14.036513

KEYWORDS: Feature extraction, Image classification, Hyperspectral imaging, 3D modeling, Image segmentation, Data modeling, Convolution, Network architectures, Remote sensing

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