信通论坛:Low-Rank and Sparse Representations in Signal Processing

文:信通学院 / 来源:信通学院 / 2019-12-11 / 点击量:2263

  由信息与通信工程学院主办的“信通论坛”本次邀请到美国密西西比州立大学James Edwin Fowler, Jr.教授与我校师生交流。具体安排如下,欢迎感兴趣的师生参加。

  一、主 题:Low-Rank and Sparse Representations in Signal Processing

  二、主讲人:美国密西西比州立大学 James Edwin Fowler, Jr.教授(IEEE Fellow)

  三、时 间:2019年12月16日(周一)14:30-16:00

  四、地 点:清水河校区科研楼B108

  五、主持人:信息与通信工程学院 朱策 教授

  六、内容简介:

  Many signal-processing problems of current interest can be cast as the separation of a low-rank signal of interest from a sparse signal of outliers. Such a low-rank/sparse representation (LRSR) has found extensive use across a myriad of signal-processing applications over the last decade. This talk reviews the foundational motivations for the coupling low-rank and sparsity constraints as well as the mathematical formulation and solution to such a framework. Several representative applications of LRSR are then overviewed, including recent results for foreground/background extraction of video, destriping of hyperspectral imagery, and unsupervised hyperspectral classification.

  七、主讲人简介:

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  James E. Fowler received the B.S. degree in computer and information science engineering and the M.S. and Ph.D. degrees in electrical engineering from The Ohio State University, Columbus, OH, USA, in 1990, 1992, and 1996, respectively.

  In 1997, he held a postdoctoral assignment at the Universite de Nice-Sophia Antipolis, France, and, in 2004, he was a Visiting Professor at Telecom ParisTech, Paris, France. He is currently Billie J. Ball Professor and Interim Department Head of the Department of Electrical & Computer Engineering at Mississippi State University in  Starkville, MS.

  Dr. Fowler is the Editor-in-Chief of IEEE Signal Processing Letters. He was previously a Senior Area Editor for IEEE Transactions on Image Processing and Associate Editor for IEEE Transactions on Computational Imaging, IEEE Transactions on Image Processing, IEEE Transactions on Multimedia, and IEEE Signal Processing Letters. He is currently an Associate Editor for the EURASIP Journal on Image and Video Processing.

  He is a former chair of the Image, Video, and Multidimensional Signal Processing Technical Committee of the IEEE Signal Processing Society and is currently a member of the Computational Imaging Technical Committee of the IEEE Signal Processing Society. He was a General co-Chair of the 2014 IEEE International Conference on Image Processing, Paris, France, and the Speech, Image, and Video Processing track chair of the 2013 Asilomar Conference on Signals, Systems, and Computers. He is currently the publicity chair of the Data Compression Conference. He is a Fellow of the IEEE.

  

                      信息与通信工程学院

                       2019年12月11日



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