Selected Publications

2020

Dynamic Fluid Surface Reconstruction Using Deep Neural Network
SimronThapa, Nianyi Li, and Jinwei Ye.
In CVPR 2020.

Oral Presentation [Project][PDF][bibtex]

 

Automatic Kellgren-Lawrence grade estimation driven deep learning algorithms
Nianyi Li
, Albert Swiecicki, Nicholas Said, Jonathan O’Donnell, William A. Jiranek, and Maciej A. Mazurowski.
In Medical Imaging 2020.

Oral Presentation [bibtex]

 

2019

Efficient 3D Face Recognition in Uncontrolled Environment
Yuqi Ding, Nianyi Li, S. Susan Young, and Jinwei Ye.
In ISVC 2019.

Oral Presentation [PDF][bibtex]

 

Jittered Exposures for Light Field Super-Resolution
Nianyi Li, Scott McCloskey, and Jingyi Yu.
In ICIP 2019.

Oral Presentation [PDF][bibtex]

 

2018

Personalized Saliency and its Prediction
Yanyu Xu, Shenghua Gao, Junru Wu, Nianyi Li, and Jingyi Yu.
In IEEE transactions on pattern analysis and machine intelligence (TPAMI) 2018

[PDF][bibtex]

 

Deep Surface Light Fields
Anpei Chen,  Minye Wu, Yingliang Zhang, Nianyi Li, Jie Lu, Shenghua Gao, and Jingyi Yu.
In ACM on Computer Graphics and Interactive Techniques (PACMCGIT) 2018

[PDF][bibtex]

 

Jittered Exposures for Image Super-Resolution
Nianyi Li, Scott McCloskey, and Jingyi Yu.
In CVPRW 2018.

[Project][PDF][bibtex]

 

2017

Beyond Universal Saliency: Personalized Saliency Prediction with Multi-task CNN
Yanyu Xu, Nianyi Li, Junru Wu, Jingyi Yu, and Shenghua Gao.
In IJCAI 2017

Best Student Paper Nomination [PDF][bibtex]

 

2016

Saliency Detection on Light Field
Nianyi Li, Jinwei Ye, Yu Ji, Haibin Ling, and Jingyi Yu.
In IEEE transactions on pattern analysis and machine intelligence (TPAMI) 2016

[Project][PDF][bibtex]

 

Rotational Crossed-Slit Light Fields
Nianyi Li, Haiting Lin, Bilin Sun, Mingyuan Zhou and Jingyi Yu.
In CVPR 2016

[PDF][bibtex]

 

2015

A Weighted Sparse Coding Framework for Saliency Detection
Nianyi Li, Bilin Sun, and Jingyi Yu
In CVPR 2015

[Code][PDF][bibtex]