Basic Information

        

                陈大鹏,   博士

                讲师, 硕士生导师

                         软件学院

                         西安交通大学

                  Dapeng Chen, Ph.D.

                    Assistant Professor 

        School of Software Engineering

              Xi'an Jiaotong University 

Contact Infomration

 Email:    dapengchen at xjtu.edu.cn

            dapengchenxjtu at gmail.com

 

 Mail:    School of Software Engineering,

                Xi'an Jiaotong University,

            28 Xianning West Road, Xi'an, 

                Shaanxi, 710049, China

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Biography

 Dapeng Chen is an assistant professor of Xi'an Jiaotong University. He received his Ph.D. in Control Science and Engineering and  B.E. in Biomedical Engineering both from Xi'an Jiaotong University from 2016 and 2010, respectively.  From Jan. to Sep. in 2014,  he was a visting researcher with Microsoft Research, Asia.

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Education

     Xi'an Jiaotong University, Xi'an, Shaanxi, China             09/2010 - 09/2016

         Ph.D.  in Control Science and Engineering

     

     Xi'an Jiaotong University, Xi'an, Shaanxi, China             09/2006 - 07/2010

          B.E.  in Biomedical Engineering  

     

Research Interests

Machine Learning and Computer Vision

 

I have broad interests on video understanding.  Previously, my research focused on video surveillance, such as visual tracking, person re-identification and person detection. In the next few years, I plan to enlarge my research to exploit more semantic understanding from videos, facilitating the interaction between human and machine. In particular, deep learning technologies will become the major tools to extract helpful information.

 

 

 

 

Publication

Journal Paper

 

Dapeng Chen, Zejian Yuan, Gang Hua, Jingdong Wang, Nanning Zheng. Multi-timescale Collaborative Tracking.  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016 (IF2016=6.077, DOI:10.1109/TPAMI.2016.2539956 )
Dapeng Chen, Zejian Yuan, Jingdong Wang, Badong Chen, Gang Hua, Nanning Zheng. Exemplar-guided Similarity Learning on Polynomial Feature Map for Person  Re-identification. Internation Journal of Computer Vision (IJCV), 2017 ( IF 2016= 4.27)

Conderence Paper

 

 Yun Zhao, Zejian Yuan, Dapeng Chen, Jie Lyu and Tie Liu. Fast Pedestrian Detection via Random Projection Features with Shape Prior.  IEEE Winter Conference on Applications of Computer Vision(WACV), 2017.

Dapeng Chen, Zejian Yuan, Nanning Zheng. Similarity Learning with Spatial Constraints for Person Re-identification. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2016. 
Dapeng Chen, Zejian Yuan, Gang Hua, Nanning Zheng, Jingdong Wang.  Similarity Learning on Explicit Polynomial Kernel Feature Map for Person Re-identification. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2015. 
Dapeng Chen, Zejian Yuan, Yang Wu, Geng Zhang, and Nanning Zheng. Constructing Adaptive Complex Cells for Robust Visual Tracking.(ICCV). International Conference on Computer Vision, 2013. 
Dapeng Chen, Zejian Yuan, Gang Hua, Yang Wu, and Nanning Zheng. Description- Discrimination Collaborative Tracking. European Conference on Computer Vision (ECCV). 2014. 
Dapeng Chen, Zejian Yuan, Geng Zhang and Nanning Zheng. Detecting occlusion boundaries via saliency network. International Conference on Pattern Recognition (ICPR), 2012. 
Ang Li,  Dapeng Chen, Yuanliu Liu, Zejian Yuan. Coordinating Multiple Disparity Proposals for Stereo Computation. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2016. 
Geng Zhang, Zejian Yuan, Dapeng Chen, Yuehu Liu and Nanning Zheng. Video object segmentation by clustering region trajectories. International Conference on Pattern Recognition (ICPR), 2012. 
Xiaowei Zhang, Dapeng Chen, Zejian Yuan and Nanning Zheng. Dense Scene Flow Based on Depth and Multi-channel Bilateral Filter. Asian Conference on Computer Vision (ACCV) , 2012. 

Workshop paper

 

One of the authors on "The Thermal Infrared Visual Object Tracking VOT-TIR2015 Challenge Results", International Conference on Computer Vision (ICCV) Workshops
One of the authors on "The Visual Object Tracking VOT2016 Challenges Results."  European Conference on Computer Vision (ECCV) Workshops

 

 

 

 

Academic Activity

Referee-Journals

 
     IEEE Transactions on Image Processing
     IEEE Transactions on Circuits and Systems for Video Technology
     IEEE Transactions on Multimedia
     IEEE Access
   
Referee-Conferences
      
     IEEE International Conference on Image Processing, 2017
     IEEE International Conference on Computer Vision, 2017 
     IEEE International Conference on Multimedia and Expo, 2017
     IEEE International Symposium on Circuits and Systems, 2017
     Computational Visual Media Conference, 2017
     IEEE International Conference on Multimedia and Expo, 2016
     IEEE International Conference on Multimedia and Expo, 2015
     International Conference on Data Mining Workshop: Big Media Data: Understanding, Search, and Mining. 2016 
 
Visiting-Activities
 
     Attend International Conference on Pattern Recognition in 2012, Tsukuba, Japan.
     Attend Summer School of Tokushima University in 2012, Tokushima, Japan.
     Attend International Conference on Computer Vision in 2013, Synedy, Australia.
     Attend European Conference on Computer Vision in 2014, Zurich, Switzerland.
     Attend International Conference on Computer Vision and Pattern Recognition in 2015, Boston, USA.
     Attend International Conference on Computer Vision and Pattern Recognition in 2016, Las Vegas, USA.