Sun Xiaopeng

+86 130-xxxx-8124
752005557@qq.com
sxpro.github.io

Interests

Machine learning Computer vision Super resolution Image enhancement

Skills

  • Python
  • Pyotrch
  • Image Processing

Education

Master of Signal and Information Processing in Information and Communication Engineering

Xidian University
Xi'an, China
Sep 2018 - Jun 2021

Bachelor of Information Engineering in Information and Communication Engineering

Xidian University
Xi'an, China
Sep 2014 - Jun 2018

Experience

Tencent

Video Processing Intern Tencent’s Multimedia Lab
May 2020 - Aug 2020
  • Detected the old movies with scratches and noisy points and realized the test of old movies.
  • Converted the detection models of old movies into ONNX and TRT and packaged them into SDK for deployment
  • Repaired the old movies with scratches and noisy points with Video Restoration.

Projects

github.com/sxpro

Honors & Awards

NTIRE 2023: 360° Omnidirectional Super Resolution - Track 1 Image

Ranking: 1/100+
Mar 2023
Developed a position-encoding deformable convolution to reconstruct 360° omnidirectional images.

AI+4KHDR—NAIC2019 Video Super Resolution Challenge

Ranking: 5/1200+
Jan 2020
Developed a image super-resolution algorithm to reconstruct multi degraded videos.

ICCV Workshop—AIM 2019 Image Super-resolution Challenge

Ranking: 2/100+
Oct 2019
Developed a degradation consistency loss function for unpaired image super resolution.

National Scholarship

Sep 2019

Publications

Enhance Image as You Like with Unpaired Learning

[Code]
Xiaopeng Sun*, Muxingzi Li* , Tianyu He and Lubin Fan
2021 International Joint Conferences on Artificial Intelligence (IJCAI).

Un-paired Real World Super-resolution with Degradation Consistency

[PDF]
Yuanfei Huang,Xiaopeng Sun, Wen Lu, Jie Li, XinoGao
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

Distilling with Residual Network for Single Image Super Resolution

[PDF]
Xiaopeng Sun, Wen Lu, Rui Wang, Furui Bai
2019 IEEE International Conference on Multimedia and Expo (ICME).