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292 followers · 109 following

Achievements

Achievement: Pair ExtraordinaireAchievement: Starstruckx3Achievement: Public SponsorAchievement: YOLOAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair ExtraordinaireAchievement: Starstruckx3Achievement: Public SponsorAchievement: YOLOAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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@AI4Optics

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singer-yang/README.md

Hi there 👋

I am a PhD student in Computational Imaging group at King Abdullah University of Science and Technology (KAUST), working with Prof. Wolfgang Heidrich.

Education:

  • 2020 - now, MS/PhD in Computer Science, KAUST.
  • 2016 - 2020, BS in Physics, USTC.

Research:

  • Differentiable optics. Automated design for complex optical systems (lenses, diffractive elemenets, AR/VR displays).
  • End-to-end computational imaging. Bridge the sim2real gap for image simulation and jointly design optics-algorithm systems.

We developed an awesome differentiable ray tracer DeepLens for optical design and high-fidelity image simulation, check the code! I’m open to discussion and collaboration, feel free to reach out! I also like basketball, water and outdoor sports, and photography. Contact: xinge.yang@kaust.edu.sa

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  1. vccimaging/DeepLens vccimaging/DeepLens Public

    Differentiable optical lens simulator for end-to-end computational imaging.

    Python 627 97

  2. vccimaging/End2endImaging vccimaging/End2endImaging Public

    End-to-end differentiable computational imaging framework.

    Python 3 1

  3. AI4Optics/AutoLens AI4Optics/AutoLens Public

    Automated lens design with differentiable optimization.

    Python 200 46

  4. AI4Optics/DiffTMM AI4Optics/DiffTMM Public

    Differentiable Transfer-Matrix Method thin film solver.

    Jupyter Notebook 3 1

  5. awesome-deep-optics awesome-deep-optics Public

    A paper list for deep optics design.

    372 31

  6. Aberration-Aware-Depth-from-Focus Aberration-Aware-Depth-from-Focus Public

    [ICCP & TPAMI 2023] Official code for the paper "Aberration-Aware Depth-from-Focus"

    Python 34 9