CV
Education
- B.S. in Information Engineering, Shanghai Jiao Tong University, 2014
- Ph.D in Electrical and Computer Engineering (Image Processing), University of Virginia, 2019
Work experience
- Aug. 2019-present: Software/Algorithm Engineer, ASML
- Develop algorithms for metrology and inspection applications.
- Investigate data-driven approaches for large scale image processing tasks.
- Build simulation platforms for algorithm verification.
- Aug. 2014-May 2019: Research assistant, University of Virginia
- Implemented a platform for 3D mouse brain reconstruction with mouse brain sections imaged with confocal microscopy.
- Designed a novel content-aware neuron image enhancement method with priors of gradient sparsity and tubular structure.
- Developed comparison-based image quality assessment for parameter selection of image restoration.
- Investigated parameter trimming for iterative image restoration algorithms in order to speed the convergence.
- May 2016-Aug 2016: Software Intern, TuSimple LLC, US.
- Developed a video-based ego motion estimation algorithm.
- Implemented a camera-lidar calibration framework.
- Implemented an inverse perspective road mapping and stitching framework, and investigated simultaneous localization and mapping (SLAM) methods.
- Mar.2013-Jun.2014: Software Intern, Multimedia Analysis and Processing Laboratory, SJTU, China.
- Developed a new crowdedness-adaptive pedestrian counting method for surveillance videos.
Professinoal Service
Journal Reviewer
- Journal of Visual Communication and Image Representation, Elsevier
- Computers and Geoscience, Elsevier
- Computers in Biology and Medicine, Elsevier
- Journal of Mathematical Imaging and Vision, Springer
- IEEE Access
- IEEE Transactions on Automation Science and Engineering
- IEEE Transactions on Circuits and Systems for Video Technology
- IEEE Transactions on Multimedia
Conference Reviewer
- IEEE International Conference on Multimedia and Expo
- Conference on Computer Vision and Pattern Recognition
- International Conference on Computer Vision
- IEEE Winter Conference on Applications of Computer Vision
- Asian Conference on Computer Vision
- The British Machine Vision Conference