杨猛 Yang Meng

副教授/Shenzhen University

深圳大学 计算机与软件学院

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Sparse+Deep+Dictionary+Feature Learning , Image classification/recognition , Object detection


 Main Publications

            3 CVPR papers: 1st-author CVPR 2011,  CVPR 2012, and CVPR 2014

               3 ICCV papers:  1st-author ICCV2011 and ICCV2013, 2nd-author ICCV2011 with supervisor as 1st-author

               2 ECCV papers:  1st-author ECCV2010 and ECCV2012

               1 AAAI papers: 1st-author AAAI2016

               1 ICME papers: corresponding-author ICME 2015

               1 IJCV paper

               1 TNNLS paper

               1 TIP paper

               1 TIFS paper

               3 PR papers

               1 NeuroComputing paper

               Google citations over 2100 by November 2015                                                                   

           4 papers’ citations are 584, 326, 287and 271, respectively

 RESEARCH INTEREST

               Computer Vision    visual object detection/categorization, local feature extraction face recognition, image matching 

               Machine Learning   discriminative learning, random forest, sparse  representation and dictionary learning.    

  EDUCATION  

                    09/2009 -08/2012    The Hong Kong Polytechnic University (PolyU), Hong Kong 

                                                Ph.D. in Computer Science Advisor: Prof. Lei Zhang 

                                                                Thesis: Regularized Robust Coding and  Dictionary  Learning for Face Recognition   

               09/2006 ∼ 04/2009 Northwestern Polytechnical University (NWPU), China 

                                                                 M.Sc. in Control Theory and Applications Advisor: Prof. Quan Pan 

                                                                  Thesis: Research on the Approach to SAR and Optical Images Matching.

                     09/2005 ∼ 06/2006 School of Automation, Northwestern Polytechnical University, China 

                                                                   B.Sc. in Information Engineering 

                                                                   Thesis: Video based Forest Fire and Smoke Detection 

                     09/2002 ∼ 06/2005 Honors College, Northwestern Polytechnical University, China                      

  WORK EXPERIENCE   

                     5/2014 -present          Shenzhen University, China   Associate Professor

                     11/2012 -4/2014        Swiss Federal Institute of Technology Zurich (ETH Zurich), Switzerland Post-doctoral Researcher Advisor: Prof. Luc Van Gool

                     09/2012 -10/2012     The Hong Kong Polytechnic University, Hong Kong Research Associate                       

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