Jun 2026
Open-Vocabulary and Referring Segmentation for 3D Gaussians Using 2D Detectors
GaussDet is presented, a method that circumvents the need for dense CLIP features by leveraging discrete, open-vocabulary 2D object detectors with referring expression capabilities and achieves a substantial 16.7% mIoU improvement in referential grounding within a strict zero-shot setting.
Jameel Hassan, Y. Ranasinghe, Vishal M. Patel
· arXiv.org · 0 citations