Dr. Zongben Xu Academician of the Chinese Academy of Sciences, Professor of Mathematics & Computer Science, Xi’an Jiaotong University, Chief Scientist of National Basic Research Program of China.
Contact Information
Institute for Information and System Sciences, School of Mathematics & Statistics, Xi’an Jiaotong University Xi’an, 710049, China Fax: 86 029 82668559 Tel: 86 029 82668005 Email:zbxu@mail.xjtu.edu.cn Secretry: Jijie Zhang
Reaserch groups
Machine Learning Group Mainly focuses on characterizing and modeling of sparse one-dimensional vectors, two-dimensional matrices, high-dimensional tensors and their related computation and real-word applications. The major research topics include: noncovex regularization theory, T-sparsity modeling, sparse SAR Imaging, low-rank decompositions with applications in information processing.
mainly focuses on the mathematical analysis and modeling of visual principle; data mining techniques and their applications. The major research topics include: brain mechanisms and modeling of visual cognition; visual principle inspired data mining technology, computer vision and image processing.
Image Processing and Analysis Group Mainly focuses on the research of natural and medical image processing and analysis. The specific research areas include natural image processing and recognition, 3D face recognition, medical image reconstruction and analysis, etc.
Mainly focuses on developing the learning theory based on non-i.i.d. observations and machine learning algorithms. The main interests include: statistical learning theory, domain adaptation, sampling theory and the relevant algorithms.
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