Nakkwan

Table of contents

1. Work Experience
2. Educational
3. Publications
4. Projects
5. Interests
6. Skills

Email Github

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Work Experience

• KSOE (2025.06.30 -)
  • Researcher
• Vieworks (2024.01.02 - 2025.06.27)
  • Researcher

Educational

• M.S. degree from UNIST (Ulsan National Institute of Science and Technology)
  (2021.03 - 2023.02)
  • Electronical and Computer Science Engineering
  • Signal Processing Lab, Prof. Seungjoon Yang
  • GPA: 3.76 / 4.3
• B.S. degree from KyungHee Univ (2016.03 - 2021.02)
  • Electronic Engineering
  • GPA: 3.72 / 4.5 (Credits: 148)
    

Publications

• Restoration of Hand-Drawn Architectural Drawings Using Latent Space Mapping With Degradation Generator, CVPR, 2023
  CHOI, Nakkwan, et al.

• Online Safety Zone Estimation and Violation Detection for Nonstationary Objects in Workplaces, IEEE Access, 2022
  CHO, Hyunjoong, et al.

• Denoising Traditional Architectural Drawings with Image Generation and Supervised Learning. Journal of architectural history, Journal of architectural history, 2022
  CHOI, Nakkwan, et al.
  

Projects

• Development of Self-Elevating Crane System for Installation and Maintenance of Onshore Wind Turbine System (2023.09 - 2023.11)
• Development of AI-based CAD conversion technology for traditional architecture drawing images (2021.05 - 2023.02)
• AI Novatus Academia TA, Gaze tracking SW (2022.11 - 2023.01)
• AI-based manufacturing site safety management guidebook (2021.10 - 2022.02)
• Safety Zone Estimation and Violation Detection (2021.08 - 2021.12)
• Missile Intercept Simulation (2020.09 - 2020.12)
• Hanium exhibit, Smart Escort Robot (2020.06 - 2020.11)
• Khuthon at KHU, Dev Study communicate App (2019)
  

Interests

• Computer Vision
  • Generative Model and Application (VAE, Diffusion, Nerf(Recently Studying), etc…)
  • Object Detection
  • Image Processing
• Modality (Recently Studying)
  

Skills

• Python/Pytorch
• C++/C#
• Git
• Docker