Prof. Wenxing Bao Profile

Prof. Wenxing Bao

Professor at North Minzu Univ

SPIE Involvement:

Author

Area of Expertise:

hyperspectral image classification , hyperspectral image processing , hyperspectral image fusion , digital image processing

WenxingBao received the B.Eng. degree in industrial automation from Xidian University, Xi’an, China, in 1993, theM.Sc. degree in electrical engineering from Xi’an Jiaotong University, Xi’an, China, in 2001, and the Ph.D. degree in electronic science and technology from Xi’an Jiaotong University, Xi’an, China, in 2006. He is currently a Professor of North Minzu University, Yinchuan, China. His research interests include digital image processing, hyperspectral image processing,hyperspectral image classification, and fusing.

SPIE Journal Paper | 31 October 2023 Open Access

Spatially augmented guided sequence-based bidirectional encoder representation from transformer networks for hyperspectral classification studies

Yuanyuan Zhang, Wenxing Bao, Hongbo Liang, Yanbo Sun

OE, Vol. 62, Issue 10, 103103, (October 2023) https://doi.org/10.1117/12.10.1117/1.OE.62.10.103103

KEYWORDS: Transformers, Head, Image classification, Optical engineering, Feature extraction, Matrices, Hyperspectral imaging, Education and training, Data modeling, Spatial learning

Read Abstract +

DOWNLOAD PAPER

Proceedings Article | 12 October 2022 Paper

SlowFast with DropBlock and smooth samples loss for student action recognition

Chuanming Li, Wenxing Bao, Xu Chen, Yongjun Jing, Xiudong Qu

Proceedings Volume 12342, 123420P (2022) https://doi.org/10.1117/12.2644370

KEYWORDS: Video, Convolution, Data modeling, Video surveillance, RGB color model, Convolutional neural networks, Optical flow, Image processing, Computer vision technology

Read Abstract +

SPIE Journal Paper | 10 February 2022

Hyperspectral and multispectral data fusion via nonlocal low-rank learning

Yu Han, Wenxing Bao, Xiaowu Zhang, Xuan Ma, Meng Cao

JARS, Vol. 16, Issue 01, 016508, (February 2022) https://doi.org/10.1117/12.10.1117/1.JRS.16.016508

KEYWORDS: Image fusion, Data fusion, Multispectral imaging, Data modeling, Matrices, Hyperspectral imaging, Spatial resolution, Distortion, Chemical elements, Super resolution

Read Abstract +

SPIE Journal Paper | 6 January 2022 Open Access

Image-based neural architecture automatic search method for hyperspectral image classification

Zhonggang Hu, Wenxing Bao, Kewen Qu, Hongbo Liang

JARS, Vol. 16, Issue 01, 016501, (January 2022) https://doi.org/10.1117/12.10.1117/1.JRS.16.016501

KEYWORDS: Image classification, Hyperspectral imaging, Image processing, Convolution, Neural networks, Statistical modeling, Feature extraction, Network architectures, Image compression, Data modeling

Read Abstract +

DOWNLOAD PAPER

SPIE Journal Paper | 30 June 2021 Open Access

Superpixel-guided preprocessing algorithm for accelerating hyperspectral endmember extraction based on spatial–spectral analysis

Xiangfei Shen, Wenxing Bao, Kewen Qu, Hongbo Liang

JARS, Vol. 15, Issue 02, 026514, (June 2021) https://doi.org/10.1117/12.10.1117/1.JRS.15.026514

KEYWORDS: Principal component analysis, Transform theory, Hyperspectral imaging, Reconstruction algorithms, RGB color model, Image segmentation, Image processing algorithms and systems, Visualization, Image processing, Detection and tracking algorithms

Read Abstract +

DOWNLOAD PAPER

SPIE Journal Paper | 11 January 2021 Open Access

Nonlocal weighted sparse unmixing based on global search and parallel optimization

Yongxin Li, Wenxing Bao, Kewen Qu, Xiangfei Shen

JARS, Vol. 15, Issue 01, 016501, (January 2021) https://doi.org/10.1117/12.10.1117/1.JRS.15.016501

KEYWORDS: Computer simulations, Parallel computing, Signal to noise ratio, Optimization (mathematics), Hyperspectral imaging, Error analysis, Minerals, Lithium, Data processing, Algorithm development

Read Abstract +

DOWNLOAD PAPER

SPIE Journal Paper | 16 April 2020

Spatial information-enhanced hyperspectral imagery classification based on joint spatial-aware collaborative representation

Tingna Zhu, Wenxing Bao, Xiangfei Shen, Xiaowu Zhang

JARS, Vol. 14, Issue 02, 026504, (April 2020) https://doi.org/10.1117/12.10.1117/1.JRS.14.026504

KEYWORDS: Image classification, Hyperspectral imaging, Error control coding, Spatial resolution, Chromium, Baryon acoustic oscillations, Statistical modeling, Reflectivity, Chemical species, Associative arrays

Read Abstract +

Proceedings Article | 9 August 2018 Paper

Hyperspectral image classification based on EMAPs spatial-spectral features fusion and SMLR

Rong Ren, Wenxing Bao

Proceedings Volume 10806, 1080638 (2018) https://doi.org/10.1117/12.2503193

KEYWORDS: Hyperspectral imaging, Image classification, Feature extraction, Spatial resolution

Read Abstract +

Proceedings Article | 9 August 2018 Paper

Hyperspectral image classification based on dimension reduction combination and rotation SVM ensemble learning

Rong Ren, Wenxing Bao

Proceedings Volume 10806, 1080635 (2018) https://doi.org/10.1117/12.2503024

KEYWORDS: Image classification, Dimension reduction, Hyperspectral imaging, Principal component analysis, Remote sensing

Read Abstract +

Proceedings Article | 9 December 2015 Paper

Remote sensing image classification based on support vector machine with the multi-scale segmentation

Wenxing Bao, Wei Feng, Ruishi Ma

Proceedings Volume 9817, 98171C (2015) https://doi.org/10.1117/12.2228099

KEYWORDS: Image segmentation, Image classification, Remote sensing, Statistical analysis, Evolutionary algorithms, Image fusion, Neural networks, Machine learning, Standards development, Image processing

Read Abstract +

Proceedings Article | 9 December 2015 Paper

A novel edge-preserving nonnegative matrix factorization method for spectral unmixing

Wenxing Bao, Ruishi Ma

Proceedings Volume 9817, 98170C (2015) https://doi.org/10.1117/12.2228424

KEYWORDS: Remote sensing, Visualization, Signal to noise ratio, Hyperspectral imaging, Evolutionary algorithms, Chromium, Image processing, Anisotropic filtering, Baryon acoustic oscillations, Compressed sensing

Read Abstract +

Showing 5 of 11 publications

Keywords/Phrases

Search In:

Publication Years