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cs.CV2026
FreeView: Robust 3D Reconstruction from Uncurated Views
Junho Kim, Hyunyoung Choi, Seongwon Lee
Reconstructing a coherent 3D scene from uncurated image collections remains challenging due to the presence of irrelevant or non-overlapping views. Recent work has shown that feed-…
cs.CV2026
RayOcc: Occlusion-Aware Ray Occupancy Estimation via Gaussian Mixture Intensity
Junho Kim, Seongwon Lee
Camera-only 3D semantic occupancy prediction aims to infer voxel-wise scene semantics from multi-view images, yet remains fundamentally challenging due to depth ambiguity and occlu…
cs.CV2025
VG3T: Visual Geometry Grounded Gaussian Transformer
Junho Kim, Seongwon Lee
Generating a coherent 3D scene representation from multi-view images is a fundamental yet challenging task. Existing methods often struggle with multi-view fusion, leading to fragm…