李 偉檢視原始碼討論檢視歷史
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李 偉，男， 北京理工大學副教授。
人物簡歷
2019.03 至今：任職於 北京理工大學 信息與電子學院
2013.06-2019.02：任職於 北京化工大學 信息科學與技術學院 教授
2012.06-2013.05：任職於 加州大學戴維斯分校 空間技術與遙感中心 博士後
2009.09-2012.05：就讀於 密西西比州立大學 信號與信息處理專業 博士
2007.09-2009.07：就讀於 中山大學 信號與信息處理專業 碩士
2003.09-2007.07：就讀於 西安電子科技大學 通信工程專業 本科
研究方向
高光譜圖像處理、目標檢測與識別
學術成果
國家優秀青年科學基金、北京市傑出青年基金獲得者，入選北京市科技新星計劃。以第一/通訊作者在IEEE TGRS、IEEE TIP、IEEE TCYB等期刊發表論文60餘篇，谷歌學術引用7000餘次，ESI高被引論文14篇，部分代表性論文如下：
[1] J. Liu, Z. Hou, W. Li*, R. Tao, D. Orlando, and H. Li,「Multi-Pixel Anomaly Detection With Unknown Patterns for Hyperspectral Imagery,」IEEE Transactions on Neural Network and Learning Systems, in print, 2021.
[2] L. Li, W. Li*, C. Zhao, Y. Du, R. Tao, and Q. Du,「Prior-Based Tensor Approximation for Anomaly Detection in Hyperspectral Imagery,」IEEE Transactions on Neural Network and Learning Systems, in print, 2021.
[3] L. Li, W. Li*, Q. Du, and R. Tao,「Low-Rank and Sparse Decomposition with Mixture-of-Gaussian for Hyperspectral Anomaly Detection,」IEEE Transactions on Cybernetics, in print, 2021.
[4] Z. Huang, W. Li*, X. Xia, H. Wang, F. Jie, and R. Tao,「LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images,」IEEE Transactions on Geoscience and Remote Sensing, in print, 2021.
[5] Z. Huang, W. Li*, X. Xia, X. Wu, Z. Cai, and R. Tao,「A Novel Nonlocal-Aware Pyramid and Multi-Scale Multi-Task Refinement Detector for Object Detection in Remote Sensing Images,」IEEE Transactions on Geoscience and Remote Sensing, in print, 2021.
[6] M. Zhao, W. Li*, L. Li, P. Ma, Z. Cai, and R. Tao,「Three-Order Tensor Creation and Tucker Decomposition for Infrared Small-Target Detection,」IEEE Transactions on Geoscience and Remote Sensing, in print, 2021.
[7] M. Zhao, L. Li, W. Li*, R. Tao, L. Li, and W. Zhang,「Infrared Small-Target Detection Based on Multiple Morphological Profiles,」IEEE Transactions on Geoscience and Remote Sensing, in print, 2021.
[8] M. Lv, W. Li*, T. Chen, J. Zhou, and R. Tao,「Discriminant Tensor-Based Manifold Embedding for Medical Hyperspectral Imagery,」IEEE Journal of Biomedical and Health Informatics, in print, 2021.
[9] M. Lv, W. Li*, R. Tao, N. H. Lovell, Y. Yang, T. Tu, and W. Li,「Spatial-Spectral Density Peaks-Based Discriminant Analysis for Membranous Nephropathy Classification Using Microscopic Hyperspectral Images,」IEEE Journal of Biomedical and Health Informatics, in print, 2021.
[10] Y. Zhang, W. Li*, R. Tao, J. Peng, Q. Du, and Z. Cai,「Cross-Scene Hyperspectral Image Classification with Discriminative Cooperative Alignment,」IEEE Transactions on Geoscience and Remote Sensing, in print, 2021.
[11] N. Liu, L. Li, W. Li*, R. Tao, J. E. Fowler, and J. Chanussot,「Hyperspectral Restoration and Fusion with Multispectral Imagery via Low-Rank Tensor Approximation,」IEEE Transactions on Geoscience and Remote Sensing, in print, 2021.
[12] X. Zhao, R. Tao*, W. Li, H. Li, Q. Du, W. Liao, and W. Philips,「Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep CNN Architecture,」IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 10, pp. 7355-7370, October 2020.
[13] X. Wu, W. Li*, D. Hong, J. Tian, R. Tao, and Q. Du,「Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network,」ISPRS Journal of Photogrammetry and Remote Sensing, vol. 167, pp. 39-53, September 2020.
[14] Y. Zhang, W. Li*, H. Li, R. Tao, and Q. Du,「Discriminative Marginalized Least Squares Regression for Hyperspectral Image Classification,」IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 5, pp. 3148-3161, May 2020.
[15] J. He, L. Zhao*, H. Yang, M. Zhang, and W. Li*,「HSI-BERT: Hyperspectral Image Classification Using Bidirectional Encoder Representation from Transformers,」IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 1, pp. 165-178, January 2020.
[16] Q. Huang, W. Li*, B. Zhang, Q. Li, R. Tao, and N. H. Lovell,「Blood Cell Classification Based on Hyperspectral Imaging with Modulated Gabor and CNN,」IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 1, pp. 160-170, January 2020.
[17] M. Zhang, W. Li*, Q. Du, L. Gao, and B. Zhang,「Feature Extraction for Classification of Hyperspectral and LiDAR Data Using Patch-to-Patch CNN,」IEEE Transactions on Cybernetics, vol. 50, no. 1, pp. 100-111, January 2020.
[18] N. Liu, W. Li*, R. Tao, and J. E. Fowler,「Wavelet-Domain Low-Rank/Group-Sparse Destriping for Hyperspectral Imagery,」IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 12, pp. 10310-10321, December 2019.
[19] W. Li, Y. Zhang, N. Liu, Q. Du, and R. Tao,「Structure-Aware Collaborative Representation for Hyperspectral Image Classification,」IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 9, pp. 7246-7261, September 2019.
[20] M. Zhang, W. Li*, and Q. Du, 「Diverse Region-Based CNN for Hyperspectral Image Classification,」IEEE Transactions on Image Processing, vol. 27, no. 6, pp. 2623-2634, June 2018.
榮譽獎勵
[1] Best Reviewer Award for IEEE Transactions on Geoscience and Remote Sensing（TGRS）
[2] 2020年北京市本科畢業設計優秀指導教師，2020
[3] Excellent Paper Award, IEEE International Conference on Signal, Information and Data Processing (ICSIDP), 2019
[4] Outstanding Paper Award, IEEE International Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (Whispers), 2019
[5] 北京市科技新星計劃, 2017
[6] Best Reviewer Award for IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2016
學術兼職
[1] 2020年12月至今，擔任《中國圖象圖形學報》青年編委
[2] 2020年6月至今，擔任IEEE Transactions on Geoscience and Remote Sensing領域編委（Topical Associate Editor）
[3] 2019年3月至今，擔任IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing編委（Associate Editor）
[4] 2018年1月至今，擔任IEEE Signal Processing Letters編委（Associate Editor）
[5] 第11屆IEEE CISP-BMEI國際學術會議大會主席[1]