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Chi-Jui (Jerry) Ho 何吉瑞

Ph.D. Candidate
Department of Electrical and Computer Engineering, UC San Diego
Email: chh009@ucsd.edu

About Me

I am a Ph.D. candidate at UC San Diego, advised by Nick Antipa. My research lies at the intersection of optics and image processing, focusing on physics-informed algorithm design for computational imaging systems. My work includes differentiable optics simulation, as well as applications in computational photography and medical imaging. I've interned at Meta Reality Labs (Mentor: Frank Qian) and MediaTek (Mentor: Yu-Hao Huang). Before joining UCSD, I completed my B.S. in Electrical Engineering at National Taiwan University in 2019, advised by Homer Chen.

Download my CV (PDF)

Publications

  • 2DIR Figure
    Accelerating 4D Hyperspectral Imaging through Physics-Informed Neural Representation and Adaptive Sampling
    Chi-Jui Ho, Harsh Bhakta, Xiong Wei, Nicholas Antipa
    In Preparation
  • DiffWave Figure
    A Differentiable Wave Optics Model for End-to-End Computational Imaging System Optimization
    Chi-Jui Ho, Yash Belhe, Steve Rotenberg, Ravi Ramamoorthi, Tzu-Mao Li, Nicholas Antipa
    ICCV 2025
    [arXiv] [PDF]
  • Publication Figure
    An Unsupervised Learning Approach to 3D Rectal MRI Volume Registration
    Chi-Jui Ho, Soan T. M. Duong, Yiqian Wang, Chanh D. Tr. Nguyen, Bieu Q. Bui, Steven Q. H. Truong, Truong Nguyen, and Cheolhong An
    IEEE Access, vol. 10, pp. 87650–87660, 2022
    [PDF]
  • Publication Figure
    A Convolutional Neural Network Pipeline for Multi-Temporal Retinal Image Registration
    Chi-Jui Ho, Yiqian Wang, Junkang Zhang, Truong Nguyen, and Cheolhong An
    International SoC Design Conference, 2021
    [PDF]
  • Publication Figure
    Classification of Squamous Cell Carcinoma from FF-OCT Images: Data Selection and Progressive Model Construction
    Chi-Jui Ho, Manuel Calderon-Delgado, Ming-Yi Lin, Jeng-Wei Tjiu, Sheng-Lung Huang, and Homer H. Chen
    Computerized Medical Imaging and Graphics 93 (2021): 101992
    [PDF]
  • Publication Figure
    Detecting mouse squamous cell carcinoma from submicron full-field optical coherence tomography images by deep learning
    Chi-Jui Ho, Manuel Calderon-Delgado, Chin-Cheng Chan, Ming-Yi Lin, Jeng-Wei Tjiu, Sheng-Lung Huang, and Homer H. Chen
    Journal of Biophotonics, 2020
    [PDF]
  • Publication Figure
    AF-Net: A Convolutional Neural Network Approach to Phase Detection Autofocus
    Chi-Jui Ho, Chin-Cheng Chan, and Homer H. Chen
    IEEE Transactions on Image Processing, vol. 29, pp. 6386–6395, 2020
    [PDF]
  • Publication Figure
    On the Distinction between Phase images and Two-View Light Field for PDAF of Mobile Imaging
    Chi-Jui Ho and Homer H. Chen
    Electronic Imaging, 2020
    [PDF]

    • Working Experience

  • Publication Figure
    Research Scientist Intern
    Meta Reality Labs, Eye Tracking Research
    Jun. 2024 - Sep. 2024
  • Publication Figure
    Summer Intern
    MediaTek
    Jul. 2018 - Aug. 2018

    • Personal Blog and Notes

    I occasionally write about research, computational imaging, and other interests on my blog (In Traditional Chinese).
    What is computational imaging (original: Computational Imaging 搞什麼鬼)

    Summary of the physical meanings of t₁, t₂, t₃ in 2DIR three-pulse experiments (original: 2DIR 三脈衝中 t₁, t₂, t₃ 的物理意義整理

    Contact

    Email: chh009@ucsd.edu