Welcome to Xiangyu Xu's Homepage!

All that you do, do with your might.


Contact me: xuxiangyu2014@gmail.com

I am currently a postdoc researcher at the Robotics Institute, Carnegie Mellon University. My research interest lies in Image Processing, Deep Learning, and Artificial Intelligence.

I got the Ph.D. degree in the Department of Electronic Engineering at Tsinghua University in 2018, advised by Prof. Yu-Jin Zhang and Prof. Ming-Hsuan Yang (UC Merced) . Before this, I received my B.Eng degree in the Department of Electronic Engineering from Tsinghua University, and my B.Ec degree in the National School of Development from Peking University. I have been fortunate to work with Prof. Hanspeter Pfister and Dr. Deqing Sun at Harvard University.

Education/Experiences

  • 2019.05 - present Postdoc researcher, Carnegie Mellon University
  • 2018.07 - 2019.04 Research scientist, SenseTime Research
  • 2013.09 - 2018.06 Ph.D., Department of Electronic Engineering, Tsinghua University
  • 2015.09 - 2017.02 Joint-training Ph.D. student, University of California, Merced
  • 2016.06 - 2016.09 Visiting Ph.D. student, Harvard University
  • 2013.09 - 2015.06 B.Ec, National School of Development, Peking University
  • 2009.09 - 2013.06 B.Eng, Department of Electronic Engineering, Tsinghua University

Awards

  • Outstanding Ph.D. thesis, Beijing Society of Image and Graphics
  • National Scholarship for Ph.D. students, Ministry of Education of China
  • Outstanding Ph.D. Graduate, Beijing Education Commission
  • Doctoral Consortium of IEEE International Conference on Computer Vision
  • First Prize of National Physics Competition for College Students

Publications


Xiangyu Xu, Yongrui Ma, Wenxiu Sun, "Towards Real Scene Super-Resolution with Raw Images", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

[Paper, Project]


Wenqi Ren, Sifei Liu, Lin Ma, Qianqian Xu, Xiangyu Xu, Xiaochun Cao, Junping Du, and Ming-Hsuan Yang, "Low-Light Image Enhancement via a Deep Hybrid Network", IEEE Transactions on Image Processing (TIP), 2019.

[Paper]



Xiangyu Xu, Deqing Sun, Sifei Liu, Wenqi Ren, Yu-Jin Zhang, Ming-Hsuan Yang, and Jian Sun, "Rendering Portraitures from Monocular Camera and Beyond", European Conference on Computer Vision (ECCV), 2018.

[Paper]


Yukang Gan*, Xiangyu Xu*, Wenxiu Sun, and Liang Lin, "Monocular Depth Estimation with Affinity, Vertical Pooling and Label Enhancement", European Conference on Computer Vision (ECCV), 2018.

(* indicates equal contribution)

[Paper]


Xiangyu Xu, Jinshan Pan, Yu-Jin Zhang, and Ming-Hsuan Yang, "Motion Blur Kernel Estimation via Deep Learning", IEEE Transactions on Image Processing (TIP), 2018.

[Paper, Project]


Wenqi Ren*, Jingang Zhang*, Xiangyu Xu*, Lin Ma, Xiaochun Cao, Gaofeng Meng, and Wei Liu, "Deep Video Dehazing with Semantic Segmentation'', IEEE Transactions on Image Processing (TIP), 2018.

(* indicates equal contribution)

[Paper]


Xiangyu Xu, Deqing Sun, Jinshan Pan, Yu-Jin Zhang, Hanspeter Pfister, and Ming-Hsuan Yang, "Learning to Super-resolve Blurry Face and Text Images", IEEE International Conference on Computer Vision (ICCV), 2017.

[Paper, Project]