I am a Research Scientist at Meta Reality Labs, working on computer vision algorithms and computational 2D/3D imaging systems for machine perception in AR/VR. My research interests span the fields of computer vision, computer graphics, machine learning, computational photography, and computational imaging.
Before Meta, I was a research assistant in Wolfgang Heidrich's lab at UBC, where I received a Ph.D. in computer science in 2018. I obtained my bachelor's degree in computer science from Tsinghua University in 2013. My past affiliations as an intern / visiting student include MSR Asia, KAUST, Adobe Research, and Stanford University.
Email / Google Scholar / LinkedIn / CV
Consistent Direct Time-of-Flight Video Depth Super-Resolution
Zhanghao Sun, Wei Ye, Jinhui Xiong, Gyeongmin Choe, Jialiang Wang, Shuochen Su, and Rakesh Ranjan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Toward Practical Monocular Indoor Depth Estimation
Cho-Ying Wu, Jialiang Wang, Michael Hall, Ulrich Neumann, and Shuochen Su
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Exploiting Temporal Structures in Computational Photography
Shuochen Su
Ph.D. Dissertation, April 2018
Deep End-to-End Time-of-Flight Imaging
Shuochen Su, Felix Heide, Gordon Wetzstein, and Wolfgang Heidrich
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Deep Video Deblurring for Hand-held Cameras
Shuochen Su, Mauricio Delbracio, Jue Wang, Guillermo Sapiro, Wolfgang Heidrich, and Oliver Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 (spotlight)
Material Classification Using Raw Time-of-Flight Measurements
Shuochen Su, Felix Heide, Robin Swanson, Jonathan Klein, Clara Callenberg, Matthias Hullin, and Wolfgang Heidrich
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
Bayesian Depth-from-Defocus with Shading Constraints
Chen Li, Shuochen Su, Yasuyuki Matsushita, Kun Zhou, and Stephen Lin
IEEE Transactions on Image Processing, 2016
Computational Imaging Using Lightweight Diffractive-refractive Optics
Yifan Peng, Qiang Fu, Hadi Amata, Shuochen Su, Felix Heide,
and Wolfgang Heidrich
Optics Express, 2015
Rolling Shutter Motion Deblurring
Shuochen Su and Wolfgang Heidrich
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
Bayesian Depth-from-Defocus with Shading Constraints
Chen Li, Shuochen Su, Yasuyuki Matsushita, Kun Zhou, and Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
Modeling Outer Products of Features for Image Classification
Peng Qi, Shuochen Su, and Xiaolin Hu
International Conference on Advanced Computational Intelligence, 2013