Dapeng Chen    陈大鹏

PhD candidate
Xi'an Jiaotong University
Xi'an, Shaanxi, China
Email_1: chendapeng1988 at stu dot xjtu dot edu dot cn
Email_2: dapengchenxjtu at foxmail dot com


What's New


About me

I am a final year PhD student in Institute of Artificial Intelligence and Robotics of Xi'an Jiaotong University working on computer vision and machine learning under Prof. Zejian Yuan. Before that, I majored in Biomedical Engineering from 2006 to 2010, and got a B.E. degree also in Xi'an jiaotong University .

Research interest

I have broad interests in computer vision and machine learning. In particular, I am focusing on video surveillance related technologies, including visual tracking, person re-identification and person detection.

Publications

Conference

Similarity Learning with Spatial Constraints for Person Re-identification
Dapeng Chen , Zejian Yuan, Badong Chen, Nanning Zheng
Conference on Computer Vision and Pattern Recognition (CVPR), 2016.
[PDF] [Project]
Coordinating Multiple Disparity Proposals for Stereo Computation
Ang Li, Dapeng Chen , Yuanliu Liu, Zejian Yuan
Conference on Computer Vision and Pattern Recognition (CVPR), 2016.
[PDF]
Similarity learning on an explicit polynomial kernel feature map for person re-identification
Dapeng Chen, Zejian Yuan, Gang Hua , Nanning Zheng, Jingdong Wang
Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
[PDF] [Results]
Description-Discrimination Collaborative Tracking
Dapeng Chen, Zejian Yuan, Gang Hua , Yang Wu, Nanning Zheng
European Conference on Computer Vision (ECCV), 2014.
[PDF] [Supplement] [ Video] [Code]
Constructing Adaptive Complex Cells for Robust Object Tracking
Dapeng Chen, Zejian Yuan, Yang Wu, Geng Zhang , Nanning Zheng
International Conference on Computer Vision (ICCV), 2013.
[PDF] [Code] [Demo]
Detecting Occlusion Boundary via Saliency Network
Dapeng Chen, Zejian Yuan, Geng Zhang, Nanning Zheng
Interbnational Conference on Pattern Recognition (ICPR), 2012.
[PDF] [Poster]
Video Object Segmentation by Clustering Region Trajectories
Geng Zhang, Zejian Yuan, Dapeng Chen, Yuehu Liu, Nanning Zheng
International Conference on Pattern Recognition (ICPR), 2012.
[PDF]
Dense Scene Flow Based on Depth and Multi-channel Bilateral Filter
Xiaowei Zhang, Dapeng Chen, Zejian Yuan, Nanning Zheng
Asian Conference on Computer Vision (ACCV), 2012.
[ PDF]

Journal

Multi-timescale Collaborative Tracking
Dapeng Chen , Zejian Yuan, Gang Hua, Jingdong Wang, Nanning Zheng
IEEE Transactions on Pattern Analysis and Machine Intelligence. (TPAMI), 2016 (in press).
[PDF][Project(coming soon)]