D-Bae / DONGGEON BAE

CURRICULUM VITAE · 2026-10-01

Donggeon Bae

Integrated M.S./Ph.D. Student · Mechanical Engineering
Seoul National University · Imaging Intelligence Laboratory

donggeonbae.16@gmail.com · donggeonbae@snu.ac.kr
GitHub · LinkedIn

Download PDF ↓

Research interests

Computational imaging · Computer vision · Physics-guided deep learning · Lensless reconstruction · Biomedical imaging

Education

Seoul National University · 2025–present
Integrated M.S./Ph.D., Mechanical Engineering
Adviser: Prof. Seung Ah Lee · Entered Fall 2025

Yonsei University · 2018–2024
B.S., Electrical and Electronic Engineering

Research experience

Undergraduate Researcher · 2020–2024
Optical Imaging System Laboratory, Yonsei University
Adviser: Prof. Seung Ah Lee

Publications

  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

    Preprint Project Code
  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

Teaching & service

Teaching Assistant, Engineering Research Practice I & II (UROP) · Spring 2026
Seoul National University
Coordinated course orientations and recorded materials; guided report submissions and supported course administration.

Teaching Assistant, Optical Physics and Design · Fall 2025
Seoul National University

Teaching Assistant, Introductory Digital Labs · Fall 2024
Yonsei University

Conference presentations

  1. Sep 2026Poster

    Integrated Forward-Inverse Network for Lensless Image Reconstruction

    ECCV 2026 · Malmö, Sweden

  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

Awards

  1. August 2023Award

    Best Poster Award

    Optics and Photonics Congress · Optical Society of Korea

    Source ↗

Updated 2026-10-01. Accepted and published works are labeled separately. Public profile: iilab.io.