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Open access Sep 2026

Resource-aware structural point-line RGB-D SLAM for dynamic indoor environments

A temporally maintained object-level mask and optical-flow consistency are used to filter unreliable observations, while 3D line landmarks provide complementary structural constraints from the static environment for robust localization in indoor scenes with moving objects, without relying on GPU acceleration.

Seongwon Lee, Hyukdoo Choi, H. Cho · 0 citations
Open access Sep 2026

Real-time RGB-D SLAM with Gaussian scene representation for dynamic environments

This paper presents a lightweight semantic front-end for improving registration-driven Gaussian RGB-D SLAM in dynamic scenes. In dynamic environments, dynamic objects significantly degrade the robustness of Gaussian-based RGB-D SLAM systems by introducing inconsistent geometric observations during registration and ma...

Chaemin Lee, H. Cho · 0 citations

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