PUBLICATIONS

Geometry. Depth. Discovery.

Research in multi-view stereo, Gaussian Splatting, and dense 3D mapping.

Published / Accepted 03 Under Review 01

PUBLICATIONS

Published / Accepted

Research overview: Online 3D Gaussian Splatting Modeling with Novel View Selection
IJCAI 2025 Published

Online 3D Gaussian Splatting Modeling with Novel View Selection

First Author

Byeonggwon Lee, Junkyu Park, Khang Truong Giang, Soohwan Song

Selecting informative views to improve the completeness of online 3D Gaussian Splatting models.

Research overview: MVS-GS: High-Quality 3D Gaussian Splatting Mapping via Online Multi-View Stereo
IEEE Access · 2025 Published

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

First Author

Byeonggwon Lee, Junkyu Park, Khang Truong Giang, Sungho Jo, Soohwan Song

Bringing dense multi-view geometry into online Gaussian Splatting for high-quality 3D mapping.

Research overview: Stereo-GS: Online 3D Gaussian Splatting Mapping Using Stereo Depth Estimation
MDPI Electronics · 2025 Published

Stereo-GS: Online 3D Gaussian Splatting Mapping Using Stereo Depth Estimation

Co-first Author

Junkyu Park, Byeonggwon Lee, Sanggi Lee, Soohwan Song

Integrating stereo depth estimation into online Gaussian Splatting mapping.

MANUSCRIPTS

Under Review

The following manuscripts are under review
and have not been accepted for publication.

IEEE Transactions on Multimedia (TMM) · 2026 Under Review

M2Depth: Unifying Monocular Depth Foundation Priors with Multi-View Stereo

First Author

Byeonggwon Lee, Sanggi Lee, Siwoo Lee, Khang Truong Giang, Soohwan Song

Bidirectional refinement between monocular depth foundation priors and multi-view stereo, combining learned structure with multi-view geometry.

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