liyu[at]u.nus.edu


I got my PhD degree from School of Computing, National University of Singapore (NUS) in 2015, working with Prof. Michael S. Brown. My thesis has won the IDA medal (best thesis award). During 2014 to 2016, I had a great opportunity to work at Advanced Digital Sciences Center (ADSC), a research center founded by University of Illinois at Urbana-Champaign (UIUC) and the Singapore Agency for Science, Technology and Research (A*STAR). My research interests are computer vision and computational photography.


[My CV] [Google Scholar Profile]
Yu's Profile Picture

 

 

Publications:

Xiaojie Guo, Yu Li, Haibin Ling
LIME: Low-light Image Enhancement via Illumination Map Estimation.
T-IP 2016
(to appear)

Jiangbo Lu, Yu Li, Hongsheng Yang, Dongbo Min, Weiyong Eng, Minh N. Do
PatchMatch Filter: Edge-Aware Filtering Meets Randomized Search for Correspondence Field Estimation.
T-PAMI 2016
(to appear)

Yu Li, Shaodi You, Michael S. Brown, Robby T. Tan
Haze Visibility Enhancement: A Survey and Quantitative Benchmarking
2016
[Arxiv]

Yu Li, Dongbo Min, Minh N. Do, Jiangbo Lu
Fast Guided Global Interpolation for Depth and Motion.
ECCV 2016 (spotlight)
[project page]

Yu Li, Robby. T. Tan, Xiaojie Guo, Jiangbo Lu, Michael S. Brown
Rain Streak Removal Using Layer Priors.
CVPR 2016
[pdf] [data] [code]

Yu Li, Dongbo Min, Michael S. Brown, Minh N. Do, Jiangbo Lu
SPM-BP: Sped-up PatchMatch Belief Propagation for Continuous MRFs.
ICCV 2015 (oral)
[project page]

Yu Li, Robby T. Tan, Michael S. Brown
Nighttime Haze Removal with Glow and Multiple Light Colors.
ICCV 2015
[pdf] [code]

Yu Li, Fangfang Guo, Robby T. Tan, Michael S. Brown
A Contrast Enhancement Framework with JPEG Artifacts Suppression.
ECCV 2014
[pdf] [code]

Yu Li, Michael S. Brown
Single Image Layer Separation using Relative Smoothness.
CVPR 2014 (oral)
[pdf] [code]

Yu Li, Michael S. Brown
Exploiting Reflection Change for Automatic Reflection Removal.
ICCV 2013
[pdf] [code&data]

Fangfang Guo,Yu Li, Mohan Kankanhalli, Michael S. Brown
An Evaluation of Wearable Activity Monitoring Devices.
ACM MM Workshop on Personal Data Meets Distributed Multimedia 2013
[pdf]

Junhong Gao, Yu Li, Tat-Jun Chin, Michael S. Brown
Seam-Driven Image Stitching.
Eurographics (EG) 2013
[pdf]

Jiani Hu, Yu Li, Weihong Deng, Jun Guo, Weiran Xu
Locating Facial Features by Robust Active Shape Model.
IEEE IC-NIDC 2010
 

Misc: