Shangchen Zhou

Research Intern
SenseTime Research

Rm. 4001, Building 11A
Science Park, Shenzhen Bay
Shenzhen, Guangdong, China

Email: shangchenzhou[at]gmail.com

Personal Photo

Biography [CV]

I am currently a research intern in SenseTime Research, working with Jimmy S. Ren. Before that, I received my B.Eng. degree from the University of Electronic Science and Technology of China (UESTC) in 2015, supervised by Prof. Zenglin Xu and M.Eng. degree from Harbin Institute of Technology (HIT) in 2018, supervised by Prof. Hongxun Yao and Prof. Wangmeng Zuo.

I am broadly interested in image processing and computer vision. My current research focuses on image deblurring, image matting, stereo&3D vision, etc.

News

stereo_blur_data_website

[11/2018]: The Stereo Blur Dataset will be publicly available soon.

Publications

Conference Papers

CVPR2019

Four papers are under review on CVPR2019. One of them was submitted as the first author, focusing on stereo image deblurring. The rest fo them were submitted as the co-author, focusing on image deblurring, 3D vision and hashing, respectively.

Conf2018_association_study

[3] Association Study of Alzheimer’s Disease with Tree-guided Sparse Canonical Correlation Analysis,
Shangchen Zhou, Shuai Yuan, Zhizhuo Zhang, Zenglin Xu,
International Conference on Neural Information Processing (ICONIP), 2018.

@inproceedings{zhou2018tgscca,
  title={Association Study of Alzheimer’s Diseasewith Tree-guided Sparse Canonical Correlation Analysis},
  author={Zhou, Shangchen and Yuan, Shuai and Zhang, Zhizhuo and Xu, Zenglin},
  booktitle={International Conference on Neural Information Processing},
  pages={585--597},
  year={2018},
  organization={Springer}
}
Conf2018_weighted_voxel

[2] Weighted Voxel: A Novel Voxel Representation for 3D Reconstruction,
Haozhe Xie, Hongxun Yao, Xiaoshuai Sun, Shangchen Zhou, Xiaojun Tong,
International Conference on Internet Multimedia Computingand Service (ICIMCS), 2018.

@inproceedings{xie2018weighted,
  title={Weighted voxel: a novel voxel representation for 3D reconstruction},
  author={Xie, Haozhe and Yao, Hongxun and Sun, Xiaoshuai and Zhou, Shangchen and Tong, Xiaojun},
  booktitle={Proceedings of the 10th International Conference on Internet Multimedia Computing and Service},
  pages={33--36},
  year={2018},
  organization={ACM}
}
Conf2016_tree_reid

[1] Tree-guided Group Sparse based Representation for Person Re-identification,
Shangchen Zhou, Hongxun Yao, Wei Yu, Yasi Wang,
International Conference on Internet Multimedia Computing and Service,(ICIMCS), 2016.
Best Paper Award.

@inproceedings{zhou2016tree,
  title={Tree-guided Group Sparse based Representation for Person Re-identification},
  author={Zhou, Shangchen and Yao, Hongxun and Yu, Wei and Wang, Yasi},
  booktitle={Proceedings of the International Conference on Internet Multimedia Computing and Service},
  pages={14--17},
  year={2016},
  organization={ACM}
}


Journal Papers

Jour2018_unsupervised_hashing

[2] Unsupervised Semantic Deep Hashing,
Sheng Jin, Hongxun Yao, Xiaoshuai Sun, Shangchen Zhou,
Neurocomputing, (Under Review).

@article{jin2018unsupervised,
  title={Unsupervised Semantic Deep Hashing},
  author={Jin, Sheng and Yao, Hongxun and Sun, Xiaoshuai and Zhou, Shangchen},
  journal={arXiv preprint arXiv:1803.06911},
  year={2018}
}
Jour2018_recovery

[1] Gradual recovery based occluded digit images recognition,
Yasi Wang, Hongxun Yao, Wei Yu, Dong Wang, Shangchen Zhou, Xiaoshuai Sun,
Multimedia Tools and Applications (MTA).

@article{wang2018gradual,
  title={Gradual recovery based occluded digit images recognition},
  author={Wang, Yasi and Yao, Hongxun and Yu, Wei and Wang, Dong and Zhou, Shangchen and Sun, Xiaoshuai},
  journal={Multimedia Tools and Applications},
  pages={1--16},
  year={2018},
  publisher={Springer}
}

Education Background

M.Eng.
Computer Science and Technology
September 2015 - July 2018 | Harbin Institute of Technology
Advisor: Prof. Hongxun Yao and Prof. Wangmeng Zuo

HIT Logo

B.Eng.
Computer Science and Technology
September 2011 - July 2015 | University of Electronic Science and Technology of China
Advisor: Prof. Zenglin Xu

UESTC Logo

Research Experience

Research Intern
August 2018 - Present | SenseTime Research, China
Mentor: Jimmy S. Ren

SenseTime Logo

Academic Services

Journal Reviewer
Journal of Electronic Imaging (JEI)

Awards and Honors

Outstanding Graduate: Gold Award (the Highest Award) | HIT
2018
First-class Academic Performance Scholarship for Postgraduates | HIT
2017
Best Paper Award, ICIMCS | ACM
2016
Excellent Student Cadres | HIT
2016
Outstanding Student Recommended for Admission (Top 2%) | HIT
2015
Outstanding Graduate | UESTC
2015
First Prize in Mathematics Competition of UESTC (Top 1%) | UESTC
2013
National Scholarship (Top 2%) | MOE
2013-2014
Special-grade Scholarship of People (Top 3%, 2 Times) | UESTC
2011-2013