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sundongpark/README.md

박선동 (Sundong Park)

I am Sundong Park, an AI and software engineer specializing in computer vision and machine learning. I received my M.S. in Software Convergence at Kyung Hee University in the AIRLab (Artificial Intelligence & Robotics Lab). I obtained my B.S. in Biomedical Engineering and Software Convergence from Kyung Hee University. My research focused on Vision AI, including data-efficient learning, privacy-preserving AI, and real-time sensor processing for practical applications. I am currently seeking opportunities to apply these experiences to smart manufacturing, robotics, and autonomous systems, where robustness and practical deployment are essential.

Education

Publications

(*: Equal contribution, †: Corresponding author)

International Conferences

  • ESC: Erasing Space Concept for Knowledge Deletion
    Tae-Young Lee*, Sundong Park*, Minwoo Jeon*, Hyoseok Hwang†, and Gyeong-Moon Park†
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025 [Highlight]
    [Paper] [Code]

International Journals

  • DRIM: Depth Restoration with Interference Mitigation in Multiple LiDAR Depth Cameras
    Seunghui Shin, Jaeyun Jang, Sundong Park, and Hyoseok Hwang†
    IEEE Robotics and Automation Letters (RA-L), 2025, 10(11), 12079-12086 [IF: 5.3]
    [Paper][Dataset & Code]
  • SACuP: Sonar Image Augmentation with Cut and Paste Based DataBank for Semantic Segmentation
    Sundong Park, Yoonyoung Choi, and Hyoseok Hwang†
    Remote Sensing, 2023, 15(21), 5185 [IF:5.0]
    [Paper] [Code]

Skills

  • Programming languages: Python, C++, MATLAB
  • Libraries: PyTorch, OpenCV, ROS

Research interests

  • Vision AI for Real-World Applications
  • Data-Efficient & Data-Free AI
  • Domain-Specific Data Augmentation
  • Physical AI & Robotics

I’m currently learning

  • Robot Foundation Models
  • Embodied AI
  • World Foundation Models
  • Simulation & Sim2Real Transfer

Hobbies

  • Fan of Suwon Samsung Bluewings Football Club
  • Hand Drip Coffee
  • Kickboxing
  • Photography
  • Birdwatching

Top Langs

Pinned Loading

  1. sonar_image_save sonar_image_save Public

    Python

  2. String_Calculator String_Calculator Public

    C

  3. Algorithm Algorithm Public

    C++

  4. Microprocessor Microprocessor Public

    C 1

  5. CT_segmentation CT_segmentation Public

    Python

  6. AIRLABkhu/SACuP AIRLABkhu/SACuP Public

    Python 1