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Geometric and Semantic Coupling for Interaction Understanding in 3D Scenes
Not provided
3D interactiongeometric reasoningsemantic understanding
2609.25247
Builder Relevance
1h ago70%
Abstract
This paper presents Segment-Snap, a method for understanding interactions in 3D scenes by connecting movable parts and their operational regions.
Reality Card
Core Claim
Segment-Snap significantly improves motion-gated average precision from 13.74% to 40.98% through handle guidance.
Method / Result
Handle guidance raises motion-gated AP from 13.74% to 40.98%; additional handle candidates increase handle AP from 24.63% to 29.65%.
Limitations
The method does not utilize iterative feedback, which may limit adaptability in dynamic environments.
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