3D scene graph generation
PulseAugur coverage of 3D scene graph generation — every cluster mentioning 3D scene graph generation across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New framework improves 3D scene graph generation robustness to viewpoint changes
Researchers have developed a new framework called Transformation-Aware Decoupling (TAD) to improve 3D Scene Graph Generation (3DSGG) models. Current models struggle with viewpoint changes, incorrectly transforming direc…
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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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New frameworks tackle open-vocabulary 3D scene graph generation
Two new research papers introduce novel frameworks for generating open-vocabulary 3D scene graphs. The first, RelWitness, addresses incomplete supervision by using visual-geometric cues to verify relations between objec…