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
School of Mathematics & Statistics Xi’an Jiaotong University Xi’an, China
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.
Shusen Yang
Position: Group leader, Professor
Research Interests: big data algorithms, internet of things, big data at the network edge
Email: shusenyang@mail.xjtu.edu.cn
Homepage:http://gr.xjtu.edu.cn/web/shusenyang
Wenfeng Jing
Position: senior researcher
Research Interest: machine learning, image and video processing, data mining and applications.
Email: wfjing@mail.xjtu.edu.cn
Liwen Zhang
Position: Ph.D. candidate
Research Interests: big data clustering
Email: liwen_zhang@stu.xjtu.edu.cn
Dong Wang
Position: Ph.D. candidate
Research Interests: subsampling techniques, bootstrap methods, machine learning of big data.
Email: dwang.6257302@stu.xjtu.edu.cn
Yuqian Yang
Position: Ph.D. candidate
Research Interests: big data analysis algorithms
Email: yuqian.yang@stu.xjtu.edu.cn
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.
