Replica dataset
PulseAugur coverage of Replica dataset — every cluster mentioning Replica dataset across labs, papers, and developer communities, ranked by signal.
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TRACE method optimizes active scene reconstruction trajectories
Researchers have developed TRACE, a novel approach to active scene reconstruction that optimizes sensor trajectories for better information gathering. Unlike previous greedy methods that select the next best view in iso…
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MonoVoc paper decouples 3D geometry and semantics for efficient scene understanding
Researchers have developed MonoVoc, a novel pipeline for open-vocabulary 3D scene understanding that decouples geometric reconstruction from semantic integration. This method processes monocular video to produce a searc…
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Robots use RGB cameras for 3D scene mapping, improving exploration
Researchers have developed a new framework for 3D scene graph generation that can operate using only RGB cameras, eliminating the need for depth sensors like LiDAR. This approach allows for more flexible deployment on v…
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3D Gaussian Splatting advances with new frameworks and techniques
Researchers are advancing 3D Gaussian Splatting (3DGS) with new frameworks and techniques. X-GS integrates perception and multimodal models for tasks like visual grounding and scene captioning. Other work focuses on imp…