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OSHMOS/README.md

Hi there, I'm Seunghyeon Oh πŸ‘‹

πŸŽ“ Integrated M.S.-Ph.D. Student in Immersive Media Engineering @ Sungkyunkwan University (SKKU)

I am a researcher focusing on Computer Vision, Robot Vision, Sports + AI, and Explainable AI (XAI). My goal is to develop intelligent systems that are interpretable and reliable for real-world applications.

Portfolio LinkedIn Email


πŸ› Experience & Education

  • πŸŽ“ Sungkyunkwan University (SKKU) (Mar. 2026 – Present)
    • Integrated M.S.-Ph.D., Immersive Media Engineering
    • Researcher @ I2S LAB
  • πŸ”¬ Yonsei University (Apr. 2025 – Sep. 2025)
    • Research Intern @ MAI-LAB
  • πŸŽ“ Soongsil University (Mar. 2018 – Feb. 2025)
    • B.S. in Global Media
    • Undergraduate Researcher @ Reality Lab (Jun. 2023 – Apr. 2025)

πŸ”¬ Publications & Research

🌟 ACM Multimedia APP3DV'25

  • Proposed IPRF, a framework using intrinsic image decomposition to balance photorealism and artistic expression in NeRF stylization.
  • Official PyTorch implementation.

🌟 ICT Express 2025

  • Enhances human pose estimation accuracy for sports analytics using motion priors.
  • Official PyTorch implementation.

πŸš€ Projects

AI for Rehabilitation Gloves (Exoskeleton)

  • Affiliation: MAI-LAB, Yonsei University (Jul. 2025 – Oct. 2025)
  • Tech: Genesis Simulator, Shadow Hand, Reinforcement Learning (RL)
  • Goal: Integrated RL-based AI into rehabilitation gloves to assist the elderly in mastering "fist-clenching" motions, bridging the digital gap.

🎨 Side Projects

Developed entirely via Vibe Coding (AI Pair Programming).

  • Real-time automated cryptocurrency trading desktop application based on RSI indicators and target returns.

πŸ›  Tech Stack

Core Fields
Robot Vision Β· Sports + AI Β· XAI Β· Computer Vision Β· Reinforcement Learning

Languages & Tools
Python PyTorch OpenCV

Pinned Loading

  1. BPPC BPPC Public

    Official Pytorch Implementation of "Accurate baseball player pose refinement using motion prior guidance", ICT Express 2025

    Python 4

  2. OSHMOS OSHMOS Public

    1

  3. IPRF IPRF Public

    Official Pytorch Implementation of "Intrinsic-Guided Photorealistic Style Transfer for Radiance Fields", ACM Multimedia APP3DV'25

    Python 1

  4. coin-agent-pro coin-agent-pro Public

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    JavaScript 1