Deyu Meng (孟德宇) 　 Email: dymeng AT mail Dot xjtu DOT edu DOT cn Address: Institute for Information and System Sciences School of Mathematics and Statistics Xi'an Jiaotong University Phone: 86-29-82663153 Fax: 86-29-8266 8559

About me

Greetings! I received my BA and MS degree in Applied Mathematics, and Ph.D degree in Computer Science, all from Xi'an Jiaotong University. My Ph.D advisor was Prof. Zongben Xu. Currently I work for Xi'an Jiaotong University as an associate professor. From August 2012 to July 2014, I took my two-year sabbatical leave in Carnegie Mellon University. In August 2012 I joined the Robotics Institute of School of Computer Science, working with Dr. Fernando De la Torre, and in August 2012, I joined Language Technologies Institute of School of Computer Science at Carnegie Mellon University, working with Dr. Alex Hauptmann. My research interests include machine learning and its applications to multimedia content analysis and computer vision. My homepage in Xi'an Jiaotong University is here.

Welcome to experience the performance of our newly published method on MSI denoising:
Yi Peng, Deyu Meng, Zongben Xu, Chenqiang Gao, Yi Yang, Biao Zhang. Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising, Supplementary Material, CVPR, 2014. Matlab code..
Our robust PCA method can well ?t more complex noise beyond conventional Gaussian, Laplacian, Sparse noise or any combinations of them:
Qian Zhao, Deyu Meng, Zongben Xu, Wangmeng Zuo, Lei Zhang. Robust principal component analysis with complex noise, Supplementary Material, ICML, 2014. Matlab code..
Our proposed FastMMD method decreases the time complexity of MMD calculation from conventional O(N^2d) to O(Nlog(d)):
Ji Zhao, Deyu Meng. FastMMD: Ensemble of Circular Discrepancy for Efficient Two-Sample Test, arXiv:1405.2664, 2014, Matlab code.
The code and slides of our ICMR best-paper-runner-up work are now available:
Lu Jiang, Wei Tong, Deyu Meng, Alexander G. Hauptmann. Towards Efficient Learning of Optimal Spatial Bag-of-Words Representations, ICMR, 2014. Slides. Please download our code in JS Tiling webpage .
The corrected proof to the global optimum of weighted nuclear norm minimization:
Qi Xie, Deyu Meng, Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng, Zongben Xu. On the optimal solution of weighted nuclear norm minimization, arXiv:1405.6012v1, 2014.

Home|Selected Publications

Links:

Chenqiang Gao    
Alexander G. Hauptmann    
Dong Huang    
Lu Jiang    
Zhenzhong Lan    
Yee Leung    
Ming Li     
Shiguang Shan    
Fernando De la Torre    
Zongben Xu    
Yan Yan    
Yi Yang    
Shoou-I Yu    
Yaoliang Yu    
Zhiding Yu    
Lei Zhang    
Qingfu Zhang    
Ji Zhao    
Wangmeng Zuo    

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Last modified July, 2014.