congli.wang@berkeley.edu

I am a Postdoctoral Researcher in the EECS at UC Berkeley, affiliated with the BAIR Lab. I am working on Oz Vision, closely with Prof. Ren Ng and Prof. Austin Roorda.

I received my PhD at KAUST with Prof. Wolfgang Heidrich. My work involves both applied opics and the application of various numerical algorithms to solve inverse problems. I was a visiting undergrad at the Martinos Center, hosted by Dr. Jonghwan Lee.

Email me if you are interested to be a collaborator, a mentee, or seeking helps (or, consultation) within my area of expertise.

Research Interests

I do research in the field of computational imaging. Specific topics are:

  • Wavefront sensing
  • Adaptive optics
  • Differentiable imaging
  • Digital holography

Education

  • 2017 - 2021: Ph.D. in Electrical & Computer Engineering, KAUST, Saudi Arabia
  • 2015 - 2016: M.Sc. in Electrical Engineering (Systems Track), KAUST, Saudi Arabia
  • 2011 - 2015: B.Eng. in Electrical Engineering, Tianjin University, P.R. China

Services

I frequently serve as a reviewer for peer-reviewed conferences and journals in graphics, computer vision, and applied optics, for academic societies including ACM, IEEE, OSA, among others:

  • SIGGRAPH, SIGGRAPH Asia, CVPR, ECCV, ICCV, VR
  • ACM Transactions on Graphics
  • IEEE Transactions on {Computational Imaging, Pattern Analysis and Machine Intelligence}
  • OSA {Biomedical Optics Express, Optics Express, Optics Letters, Photonics Research}
  • Elsevier {Measurement, Optics Communications}

Publications

dO: A differentiable engine for Deep Lens design of
computational imaging systems

Congli Wang, Ni Chen, Wolfgang Heidrich
IEEE Transactions on Computational Imaging 2022 (oral at IODC 2021)
website    code

HTRSD: Hybrid Taylor Rayleigh-Sommerfeld diffraction

Ni Chen, Congli Wang, Wolfgang Heidrich
OSA Optics Express 2022
website

Towards self-calibrated lens metrology by differentiable
refractive deflectometry

Congli Wang, Ni Chen, Wolfgang Heidrich
OSA Optics Express 2021
website    code

End-to-end complex lens design with differentiable ray-tracing

Qilin Sun, Congli Wang, Qiang Fu, Xiong Dun, Wolfgang Heidrich
ACM Transactions on Graphics (Proceedings of SIGGRAPH 2021)
website

Snapshot space-time holographic three-dimensional
particle tracking velocimetry

Ni Chen*, Congli Wang*, Wolfgang Heidrich (*equal contribution)
Wiley Laser & Photonics Reviews 2021
website    code

Holographic 3D particle imaging with model-based network

Ni Chen, Congli Wang, Wolfgang Heidrich
IEEE Transactions on Computational Imaging 2021
website    code

TomoFluid: Reconstructing dynamic fluid from sparse view videos

Guangming Zang, Ramzi Idoughi, Congli Wang, Anthony Bennett, Jianguo Du, Scott Skeen, William Roberts, Peter Wonka, Wolfgang Heidrich
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020)
website

Modeling classical wavefront sensors

Congli Wang, Qiang Fu, Xiong Dun, Wolfgang Heidrich
OSA Optics Express 2020 (oral at COSI 2019)
website

Polarization demosaicking for monochrome and color
polarization focal plane arrays

Simeng Qiu, Qiang Fu, Congli Wang, Wolfgang Heidrich
International Symposium on Vision, Modeling and Visualization (VMV 2019)
website    code

Quantitative phase and intensity microscopy using
snapshot white light wavefront sensing

Congli Wang, Qiang Fu, Xiong Dun, Wolfgang Heidrich
NPG Scientific Reports 2019
website    code

Megapixel adaptive optics:
Towards correcting large-scale distortions in computational cameras

Congli Wang, Qiang Fu, Xiong Dun, Wolfgang Heidrich
ACM Transactions on Graphics (Proceedings of SIGGRAPH 2018)
website    code

Ultra-high resolution coded wavefront sensor

Congli Wang, Xiong Dun, Qiang Fu, Wolfgang Heidrich
OSA Optics Express 2017 (demo & poster at ICCP 2017)
website