
FMGS efficiently integrates 3D Gaussian Splatting and multi-resolution hash encoding to represent 3D scenes, enabling high-quality rendering and fast open-vocabulary semantic queries.


coremsg

efficient-3d-scene-representation-with-open-vocabulary-semantic-understanding


Efficient 3D Scene Representation with Open-Vocabulary Semantic Understanding


title_rewrite


UniM-OV3D, a unified multimodal network, aligns point clouds with images, language, and depth to enable robust open-vocabulary 3D scene understanding by leveraging fine-grained feature representations.


unim-ov3d-a-unified-multimodal-network-for-open-vocabulary-3d-scene-understanding-with-fine-grained-feature-representation


UniM-OV3D: A Unified Multimodal Network for Open-Vocabulary 3D Scene Understanding with Fine-Grained Feature Representation



提供オープンボキャブラリー3Dシーン理解の挑戦に関する包括的な概要。


opensun3d-1st-workshop-challenge-on-open-vocabulary-3d-scene-understanding


OpenSUN3D: 1st Workshop Challenge on Open-Vocabulary 3D Scene Understanding
