Home

Nianyi Li is a postdoctoral associate in  IVLAB of Louisiana State University (LSU). She is currently working with Prof. Jinwei Ye  in the Computer Science Department. Before that, she worked in the Carl E Ravin Advanced Imaging Laboratories (RAI Labs) at Duke University as Postdoc for one and a half years with Prof. Maciej Mazurowski in Radiology Department. She received her Ph.D. Degree in Computer and Information Sciences at the University of Delaware, under the supervision of Prof. Jingyi Yu. She earned a B.E. Degree in Electronic and Information Engineering at Huazhong University of Science and Technology. Her research interests are in object detection, image super-resolution, light field rendering, and medical image segmentation.

Email: lnyudel(.at)gmail(.dot)com

 

Research Interests

I am a computational imaging and computer vision researcher who wants to redefine what it means to capture a photograph of a scene and what’s the most important content of a scene. Leveraging new captured dimensions of light and the use of the latest deep learning techniques, my future research will build imaging systems for computer vision and human-computer interaction. I imagine visual computing systems, co-design with machine learning and signal processing can be transformative in our lives.


PUBLICATIONS


RESEARCH EXPERIENCES

Postdoctoral Associate                                                                                                                                     May 2019 — present

  • Louisana State University, Baton Rouge, LA
  • Computer Vision, Deep Learning, Image-based Modeling, Human-computer Interaction, and Gaze Pattern Analysis

Postdoctoral Associate                                                                                                                                     Nov 2017 — May 2019

  • Duke University, Durham, NC
  • Deep Learning, Medical Image Processing, Object Detection & Segmentation, and Gaze-aided Diagnosis

Graduate Research Assistant                                                                                                                          Sept 2013 — Oct 2017

  • University of Delaware, Newark, DE
  • Computer Vision, Machine Learning, Computational Photography, Object Detection, and Gaze Fixation Prediction

Research Scientist Intern                                                                                                                                 May 2016 — Aug 2016

  • Plex-VR, Shanghai, China
  • Deep learning, Computational Photography, and Human Gaze Fixation Prediction

Research Scientist Intern                                                                                                                                 July 2015 — Aug 2015

  • Honeywell International Inc., Minneapolis, MN
  • Computational Photography and Super-resolution Imaging

Undergraduate Research Assistant                                                                                                                 Jan 2012 — Jun 2013

  • Huazhong University of Science and Technology, Wuhan, China
  • Computer Vision and Object Detection