Visual SLAM

GaussianFlow SLAM: Monocular Gaussian Splatting SLAM Guided by GaussianFlow featured image

GaussianFlow SLAM: Monocular Gaussian Splatting SLAM Guided by GaussianFlow

A monocular 3D Gaussian Splatting SLAM that uses optical flow as a geometry-aware cue: by aligning the projected motion of Gaussians (GaussianFlow) with optical flow, it …

Dong-Uk Seo
AIM-SLAM: Dense Monocular SLAM via Adaptive and Informative Multi-View Keyframe Prioritization with Foundation Model featured image

AIM-SLAM: Dense Monocular SLAM via Adaptive and Informative Multi-View Keyframe Prioritization with Foundation Model

A dense monocular SLAM framework that adaptively prioritizes informative multi-view keyframes from a geometric foundation model (VGGT), combining voxel-overlap and …

Jinwoo Jeon
Struct-MDC: Mesh-Refined Unsupervised Depth Completion Leveraging Structural Regularities From Visual SLAM featured image

Struct-MDC: Mesh-Refined Unsupervised Depth Completion Leveraging Structural Regularities From Visual SLAM

An unsupervised depth completion method that leverages line features from visual SLAM via constrained Delaunay triangulation and a mesh depth refinement module to produce dense, …

Jinwoo Jeon
UV-SLAM: Unconstrained Line-Based SLAM Using Vanishing Points for Structural Mapping featured image

UV-SLAM: Unconstrained Line-Based SLAM Using Vanishing Points for Structural Mapping

An unconstrained line-based visual SLAM system that leverages vanishing point measurements to resolve line degeneracy and guarantee observability for accurate structural mapping.

Hyunjun Lim