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YOPO-Nav: Visual Navigation using 3DGS Graphs from One-Pass Videos

Description

Visual navigation has emerged as a practical alternative to traditional robotic navigation pipelines that rely on detailed mapping and path planning. However, constructing and maintaining 3D maps is often computationally expensive and memory-intensive. We address the problem of visual navigation when exploration videos of a large environment are available. The videos serve as a visual reference, allowing a robot to retrace the explored trajectories without relying on metric maps. Our proposed me

Source

http://arxiv.org/abs/2512.09903v1