SEOUL NATIONAL UNIVERSITY

Donggeon
Bae.

Integrated M.S./Ph.D. Student

Imaging Intelligence Laboratory

Explore

I'm an integrated M.S./Ph.D. student in Mechanical Engineering at Seoul National University, advised by Prof. Seung Ah Lee in the Imaging Intelligence Laboratory.

My research focuses on computational imaging, computer vision, and physics-guided deep learning, with particular interests in lensless reconstruction and biomedical imaging. I develop learning-based methods that connect image-formation models with neural networks to recover visual information from unconventional imaging systems. I received my B.S. in Electrical and Electronic Engineering from Yonsei University in 2024.

Computational imagingComputer visionPhysics-guided deep learningLensless reconstructionBiomedical imaging
Portrait of Donggeon Bae

Publications

04
  1. 2026Published

    Integrated Forward–Inverse Network for Lensless Image Reconstruction

    Donggeon Bae, Jaewoo Jung, Yong Guk Kang, Kyung Lee, Taeyoung Kim, Jongho Kim, Sangjun Byun, Joonsik Park, Seung Ah Lee

    Computer Vision – ECCV 2026, Part XVIII · LNCS 17018, pp. 628–645 · Springer

  2. 2026Accepted

    Physics-guided neural network for single-shot real-time dynamic speckle imaging

    Sangjun Byun, Changyoon Yi, Donggeon Bae, Yong Guk Kang, Jongho Kim, Hojin Chang, Seung Ah Lee

    Journal of Physics: Photonics

  3. 2026Published

    Geometry-aware phase compensation for sampling-efficient angular spectrum method

    Yong Guk Kang, Donggeon Bae, Jaewoo Jung, Sangjun Byun, Hyo Jun Ahn, Hojin Chang, Joonsik Park, Hyeonyong Lee, Seung Ah Lee

    Optics Express 34(8), 15244–15260

  4. 2020Published

    Lensless Imaging with an End-to-End Deep Neural Network

    Donggeon Bae, Jaewoo Jung, Nakkyu Baek, Seung Ah Lee

    IEEE ICCE-Asia, pp. 1–5

Presentations

07
  1. Sep 2026Poster
  2. 2026-01-17Oral

    Interleaved Forward–Inverse Modeling in a Physics-Guided Neural Network for Computational Image Reconstruction

    SPIE Photonics West · San Francisco · 13865-26

  3. 2025-10-31Poster

    Recurrent Attentive Reconstruction Network for Progressive Lensless Imaging

    SPIE ABC · Jeju

  4. 2024-11-01Poster

    DiffLIR: Deep Deconvolution Diffusion Network for Lensless Image Reconstruction

    ABC · Gyeongju

  5. 2024-08-07Poster

    D3Net: Lensless Reconstruction via Deep Deconvolution Diffusion Network

    CLEO-PR · Incheon

  6. 2023-08-29Poster

    Learned Spatially Varying Forward Model for Lensless Imaging

    OPC · Seogwipo

  7. 2020-11-02Oral

    Lensless Imaging with an End-to-End Deep Neural Network

    ICCE-Asia · Busan

  1. Sep 2026Conference
  2. Aug 2026Accepted
  3. Jul 2026Research
  4. Jun 2026Accepted

    IFIN accepted at ECCV 2026

  5. Apr 2026Published
  6. Jan 2026Conference

    Oral presentation at SPIE Photonics West

Integrated M.S./Ph.D. Student
Seoul National University

2025–present

Integrated M.S./Ph.D., Mechanical Engineering
Seoul National University

2018–2024

B.S., Electrical and Electronic Engineering
Yonsei University

Teaching

Spring 2026

Teaching Assistant, Engineering Research Practice I & II (UROP)
Seoul National University

Fall 2025

Teaching Assistant, Optical Physics and Design
Seoul National University

Fall 2024

Teaching Assistant, Introductory Digital Labs
Yonsei University