most citedFMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding

2 citations · 2 across the 4 of their papers we have counts for

collaborators

5 papers

cs.RO2026

FreeOcc: Training-Free Embodied Open-Vocabulary Occupancy Prediction

Zeyu Jiang, Changqing Zhou, Xingxing Zuo +1

Existing learning-based occupancy prediction methods rely on large-scale 3D annotations and generalize poorly across environments. We present FreeOcc, a training-free framework for…

cs.RO2026

Enhancing Vision-Language Navigation with Multimodal Event Knowledge from Real-World Indoor Tour Videos

Haoxuan Xu, Tianfu Li, Wenbo Chen +4

Vision-Language Navigation (VLN) agents often struggle with long-horizon reasoning in unseen environments, particularly when facing ambiguous, coarse-grained instructions. While re…

cs.RO2024

PG-SLAM: Photo-realistic and Geometry-aware RGB-D SLAM in Dynamic Environments

Haoang Li, Xiangqi Meng, Xingxing Zuo +3

Simultaneous localization and mapping (SLAM) has achieved impressive performance in static environments. However, SLAM in dynamic environments remains an open question. Many method…

cs.CV2024

LaPose: Laplacian Mixture Shape Modeling for RGB-Based Category-Level Object Pose Estimation

Ruida Zhang, Ziqin Huang, Gu Wang +5

While RGBD-based methods for category-level object pose estimation hold promise, their reliance on depth data limits their applicability in diverse scenarios. In response, recent e…

cs.CV2024★ 2 cited

FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding

Xingxing Zuo, Pouya Samangouei, Yunwen Zhou +2

Precisely perceiving the geometric and semantic properties of real-world 3D objects is crucial for the continued evolution of augmented reality and robotic applications. To this en…