目录
硕士报考志愿采集    更新日期:2023年5月18日
姓 名 吴泽彬 性 别
出生年月 1981年11月 籍贯
民 族 汉族 政治面貌 中国共产党党员
最后学历 博士研究生 最后学位 工学博士
技术职称 教授 导师类别 博士生导师
导师类型 校内 兼职导师
行政职务 系主任 Email wuzb@njust.edu.cn
工作单位 南京理工大学计算机科学与工程学院 邮政编码
通讯地址
单位电话 13813867617
个人主页
指导学科
学科专业(主) 081203|计算机应用技术 招生类别 博、硕士 所在学院 计算机科学与工程学院
研究方向

多源信息融合,遥感大数据处理,高维信号处理,高性能并行计算技术,机器学习,云计算及应用技术

学科专业(辅) 0835|软件工程 招生类别 硕士 所在学院 计算机科学与工程学院
研究方向

大数据分析,云计算及应用技术,智能优化调度

工作经历

2016.6-至今:南京理工大学计算机科学与工程学院,教授、博导,国家级青年人才入选者(2019)

2018.8-2018.9:法国格勒诺布尔阿尔卑斯大学,访问教授(科技部中法杰出青年交流计划)

2016.8-2016.9:美国加州大学洛杉矶分校(UCLA),访问教授

2014.6-2015.6:西班牙高光谱计算实验室,访问学者(国家留学基金资助)

2012.6-2016.5:南京理工大学计算机科学与工程学院,副教授

2009.3-2012.5:南京理工大学计算机科学与工程学院,讲师,博士后

教育经历

2003.9-2007.11:南京理工大学计算机学院,计算机应用专业硕博连读

1999.9-2003.6:南京理工大学计算机学院,计算机科学与技术专业本科生

获奖、荣誉称号

江苏省科学技术奖(自然科学类)二等奖(第1完成人)(2020)

国家级青年人才入选者(2019)

中国铁路上海局集团有限公司科学技术进步奖一等奖(排名第2)(2019)

江苏省杰青(2018入选)

教育部霍英东青年教师奖(2018)

科技部“中法杰出青年交流计划”(2018)

江苏省333工程中青年科学技术带头人(2016)

江苏省六大人才高峰(2012)

Best Reviewer of IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2019)

 

社会、学会及学术兼职

IEEE JSTARS 期刊副主编

IEEE GRSS Nanjing Chapter主席

IEEE GRSS Fellow and Senior Member Search Committee 主席

ACM Nanjing Chapter 执行委员

IEEE 高级会员

中国计算机学会高级会员

 

发表论文

在Proceedings of IEEE, IEEE Transactions on Signal Processing, IEEE Transactions on Cybernetics, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Geoscience and Remote Sensing、IEEE Transactions on Image Processing、电子学报、电子与信息学报等国内外高水平学术刊物上发表相关论文109篇,其中SCI收录49篇(IEEE期刊论文29篇),以第1作者/通讯作者发表SCI收录论文29篇(包括IEEE期刊论文17篇,SCI收录JCR 1区或2区论文21篇,ESI高被引论文2篇)。申请国家发明专利20项(9项已授权),登记软件著作权11项。

  • 代表性的论文与成果:
  1. Zebin Wu, Jin Sun, Yi Zhang, Zhihui Wei and Jocelyn Chanussot. Recent Developments in Parallel and Distributed Computing for Remotely Sensed Big Data Processing. Proceedings of the IEEE, vol. 109, no. 8, pp. 1282-1305, Aug. 2021, doi: 10.1109/JPROC.2021.3087029.
  2. Zebin Wu, Jin Sun , Yi Zhang , Yaoqin Zhu, Jun Li , Antonio Plaza, IEEE, Jón Atli Benediktsson, and Zhihui Wei. Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures. IEEE Transactions on Cybernetics, vol. 51, no. 7, pp. 3588-3601, July 2021, doi: 10.1109/TCYB.2020.3026673.
  3. Zebin Wu, Wei Zhu, Jocelyn Chanussot, Yang Xu, Stanley Osher. Hyperspectral Anomaly Detection via Global and Local Joint Modeling of Background. IEEE Transactions on Signal Processing, July, 2019, 67(14): 3858-3869.
  4. Yang Xu, Zebin Wu (通讯作者), Jocelyn Chanussot, Zhihui Wei. Nonlocal Patch Tensor Sparse Representation for Hyperspectral Image Super-Resolution. IEEE Transactions on Image Processing, June 2019, 28(6): 3034-3047.
  5. Zebin Wu, Linlin Shi, Jun Li, Qicong Wang, Le Sun, Zhihui Wei, Javier Plaza, Antonio Plaza. GPU Parallel Implementation of Spatially Adaptive Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, April, 2018, 11(4): 1131 – 1143.
  6. Yang Xu, Zebin Wu (通讯作者), Jocelyn Chanussot, Zhihui Wei. Hyperspectral Images Super-Resolution via Learning High-Order Coupled Tensor Ring Representation. IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2019.2957527. 2019.
  7. Yang Xu, Zebin Wu (通讯作者), Jocelyn Chanussot, Pierre Comon, Zhihui Wei. Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion. IEEE Transactions on Geoscience and Remote Sensing, 58(1), January, 2020: 348-362.
  8. Zebin Wu, Yonglong Li, Antonio Plaza, Jun Li, Fu Xiao, and Zhihui Wei. Parallel and Distributed Dimensionality Reduction of Hyperspectral Data on Cloud Computing Architectures. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(6): 2270-2278.
  9. Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, and Zhihui Wei. Parallel Spatial-Spectral Hyperspectral Image Classification with Sparse Representation and Markov Random Fields on GPUs. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(6): 2926-2937.
  10. Yang Xu, Zebin Wu (通讯作者), Jocelyn Chanussot, Zhihui Wei. Joint Reconstruction and Anomaly Detection from Compressive Hyperspectral Images using Mahalanobis Distance Regularized Tensor RPCA, IEEE Transactions on Geoscience and Remote Sensing, May, 2018, 56(5): 2919-2930.
  11. Jianjun Liu, Zebin Wu (通讯作者), Jun Li, Antonio Plaza and Yuntao Yuan. Probabilistic Kernel Collaborative Representation for Spatial-Spectral Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(4):2371-2384.
  12. Qian Liu, Zebin Wu (通讯作者), Le Sun, Yang Xu, Lu Du, Zhihui Wei. Kernel Low-Rank Representation Based on Local Similarity for Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, June 2019, 12(6): 1920-1932.
  13. Yang Xu, Zebin Wu (通讯作者), Jocelyn Chanussot, Mauro Dalla Mura, Andrea L. Bertozzi, Zhihui Wei. Low-Rank Decomposition and Total Variation Regularization of Hyperspectral Video Sequences. IEEE Transactions on Geoscience and Remote Sensing, March 2018, 56(3): 1680-1694.
  14. Zebin Wu, Jiafu Liu, Antonio Plaza, Jun Li, Le Sun, and Zhihui Wei. GPU Implementation of Composite Kernels for Hyperspectral Image Classification. IEEE Geoscience and Remote Sensing Letters, 2015, 12(9): 1973-1977.
  15. Xu Yang, Zebin Wu (通讯作者), Li Jun, Antonio Plaza, Wei Zhihui. Anomaly Detection in Hyperspectral Images Basedon Low-Rank and Sparse Representation. IEEE Transactions on Geoscience And Remote Sensing , 2016, 54(4): 1990-2000.
  16. Xu Yang, Zebin Wu (通讯作者), Xiao Fu, Zhan Tianming and Wei Zhihui, A Target Detection Method Based on Low-Rank Regularized Least Squares Model for Hyperspectral Images. IEEE Geoscience and Remote Sensing Letter, 2016, 13(8): 1129-1133.
  17. Jin Sun, Yi Zhang, Zebin Wu (通讯作者), Yaoqin Zhu, Xianliang Yin, Zhongzheng Ding, Zhihui Wei, Javier Plaza, Antonio Plaza. An Efficient and Scalable Framework for Processing Remotely Sensed Big Data in Cloud Computing Environments. IEEE Transactions on Geoscience and Remote Sensing, July 2019, 57(7): 4294-4308.
  18. Jianjun Liu, Zebin Wu (通讯作者), Jun Li, Liang Xiao, Antonio Plaza,Jon Atli Benediktsson, Spatial-Spectral Hyperspectral Image Classification Using Random Multiscale Representation,IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(9): 4129-4141.
  19. Hongyi Liu*, Peipei Sun, Qian Du, Zebin Wu (通讯作者), and Zhihui Wei#. Hyperspectral Image Restoration Based on Low-rank Recovery with a Local Neighborhood Weighted Spectral-Spatial Total Variation Model. IEEE Transactions on Geoscience and Remote Sensing, 2018, 10.1109/TGRS.2018.2866439.
  20. Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, and Zhihui Wei. Real-Time Implementation of the Sparse Multinomial Logistic Regression for Hyperspectral Image Classification on GPUs. IEEE Geoscience and Remote Sensing Letters, 2015, 12(7): 1456-1460.
  21. Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Jianjun Liu, and Zhihui Wei.  Parallel Implementation of Sparse Representation Classifiers for Hyperspectral Imagery on GPUs. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(6): 2912-2925.
  22. Yang Xu, Zebin Wu (通讯作者), Zhihui Wei, Spectral-Spatial Classification of Hyperspectral Image Based on Low-Rank Decomposition. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(6): 2370-2380.
  23. Zebin Wu, Jianjun Liu, Shun Ye, Le Sun, Zhihui Wei. Optimization of minimum volume constrained hyperspectral image unmixing on CPU–GPU heterogeneous platform. Journal of Real-Time Image Processing, 2014. DOI 10.1007/s11554-014-0479-x.
  24. Zebin Wu, Shun Ye, Jianjun Liu, Le Sun, and Zhihui Wei. Sparse Non-negative Matrix Factorization on GPUs for Hyperspectral Unmixing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol.7, No.8, pp.3640-3649 Aug. 2014.
  25. Le Sun, Zebin Wu (通讯作者), Jianjun Liu, Zhihui Wei. A Novel Supervised Method for Hyperspectral Image Classification with Spectral-Spatial Constraints. Chinese Journal of Electronics, Vol.23, No.1, Jan. 2014: 135-141.
  26. Yang Xu, Zebin Wu (通讯作者), Zhihui Wei. Joint sparse hyperspectral image classification based on adaptive spatial context. Journal of Applied Remote Sensing, 8(1), 083552, 2014,  doi: 10.1117/1.JRS.8.083552
  27. Le Sun, Zebin Wu (通讯作者), Zhihui Wei, Liang Xiao, Jianjun Liu. A Novel L1/2 Sparse Regression Method for Hyperspectral Unmixing. International Journal of Remote Sensing, 2013, 34(20): 6983-7001.