3 papers
cs.CV2026
M2Depth: Unifying Monocular Depth Foundation Priors with Multi-View Stereo
Byeonggwon Lee, Sanggi Lee, Siwoo Lee +2
Deep learning-based Multi-View Stereo (MVS) has advanced significantly but often generalizes poorly to unseen scenes, particularly in occluded areas or regions with limited view ov…
cs.CV2025
Online 3D Gaussian Splatting Modeling with Novel View Selection
Byeonggwon Lee, Junkyu Park, Khang Truong Giang +1
This study addresses the challenge of generating online 3D Gaussian Splatting (3DGS) models from RGB-only frames. Previous studies have employed dense SLAM techniques to estimate 3…
cs.CV2024
MVS-GS: High-Quality 3D Gaussian Splatting Mapping via Online Multi-View Stereo
Byeonggwon Lee, Junkyu Park, Khang Truong Giang +2
This study addresses the challenge of online 3D model generation for neural rendering using an RGB image stream. Previous research has tackled this issue by incorporating Neural Ra…