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lbg030/README.md

👋 Hi, I'm Byeonggwon Lee

🚀 3D Vision / SLAM / Gaussian Splatting Researcher I design geometry-aware learning systems that reconstruct the world in 3D from visual data.

🔥 Highlights

  • 🏆 IJCAI 2025 Oral (1st Author)
  • 📄 Multiple publications in 3D Vision & Reconstruction
  • 🧾 Patents Filed
  • 🧑‍⚖️ Reviewer — Pattern Recognition, CASE

🧠 About

  • 🎓 M.S. @ Dongguk University (AiR Lab)
  • 🔬 Focus: 3D Reconstruction, Depth Estimation, SLAM, Gaussian Splatting
  • 💼 Interested in: Robotics, Digital Twin, Autonomous Systems

🧩 What I Build

  • Geometry-aware 3D reconstruction systems
  • Real-time capable neural rendering pipelines
  • Robust depth estimation & refinement frameworks

🚀 Projects

🌍 MVS-GS / Online 3D Gaussian Splatting Modeling with Novel View Selection

(IJCAI 2025 Oral + IEEE Access 2025)

  • Active view selection for efficient reconstruction
  • MVS-guided geometric initialization
  • Neural rendering with geometric consistency

👉 Repository

🚁 Stereo-GS

(MDPI Electronics 2025)

  • Stereo depth driven Gaussian Splatting
  • Online 3D mapping pipeline

👉 Repository

🔥 M2Depth (Under Review at IEEE Transactions on Multimedia)

  • Multi-view guided monocular depth refinement
  • Geometry-consistent depth learning

👉 Code coming soon

🛠️ Tech

PyTorch · OpenCV · CUDA · Gaussian Splatting · MVS · NeRF · SLAM · ROS · Linux

📄 Publications

  • IJCAI 2025 (Oral) Online 3D Gaussian Splatting Modeling with Novel View Selection

  • IEEE Access 2025 MVS-GS: Multi-view Stereo guided Gaussian Splatting

  • Electronics 2025 Stereo-GS

  • Under Review M2Depth — IEEE Transactions on Multimedia

🧑‍⚖️ Academic Service

  • Reviewer, Pattern Recognition
  • Reviewer, International Conference on Automation Science and Engineering (CASE)

📫 Contact

Popular repositories Loading

  1. MVS-GS MVS-GS Public

    MVS-GS: High-Quality 3D Gaussian Splatting Mapping via Online Multi-View Stereo

    Python 8 1

  2. DeepLearning DeepLearning Public

    Jupyter Notebook 1

  3. db_movie db_movie Public

    Forked from HONGVELOPER/db_movie

    JavaScript 1

  4. capstone capstone Public

    Graduation Work

    JavaScript 2

  5. testing testing Public

    JavaScript

  6. Simple-Game Simple-Game Public

    Python