Junho Kim | 김준호

I am a Senior student in electrical engineering at Kookmin University, advised by Prof. Seongwon Lee. And I've had a wonderful time pursuing research internship at CARIAD, advised by Dr. Xavier Timoneda. I'm currently seeking Ph.D. positions for Fall 2027. I'm always excited to collaborate—feel free to reach out!

Email  /  Google Scholar  /  Github

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Research

My research objective lie in 3D Computer Vision, developing simple yet effective methods to reconstruct and understand our complex 3D world. I've worked on novel view synthesis and 3D occupancy prediction for automotive driving scenarios. Now, I'm particularly interested in how we can leverage multiple modalities with scalability for general scene understanding.

VG3T: Visual Geometry Grounded Gaussian Transformer
Junho Kim, Seongwon Lee
ICRA, 2026
project page / arXiv / code

Project
High-Fidelity Vehicle Representation via 3D Gaussian Splatting

Team Lead

Junho Kim, Sangho Byeon, Jiseok Kim, Seongwon Lee

This project presents 3DGS framework for reconstruction under reflective and low-texture conditions. Prompt-based masking using Grounded-SAM2 removes background noise and isolates reflective regions. View-Shared and View-Dependent Gaussians are jointly optimized to achieve clean geometry and realistic reflections.

Experience
Kookmin University, Seoul, South Korea
2019.03 - Present

B.S. in Electrical Engineering
Advisor: Prof. Seongwon Lee
CARIAD SE, Ingolstadt, Germany
2024.07 - 2024.12

Sensor Fusion Research Intern
Advisor: Dr. Xavier Timoneda
Republic of Korea Army, Gyeonggi-Do, South Korea
2020.12 - 2022.6

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Last updated: Oct 27, 2025