Cover Image

GraphGSOcc: Semantic-Geometric Graph Transformer with Dynamic-Static Decoupling for 3D Gaussian Splatting-based Occupancy Prediction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Song, Ke, Wu, Yunhe, Siu, Chunchit, Xiong, Huiyuan
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

HybridGS: Decoupling Transients and Statics with 2D and 3D Gaussian Splatting
by: Lin, Jingyu, et al.
Published: (2024)

Vision-Only Gaussian Splatting for Collaborative Semantic Occupancy Prediction
by: Chen, Cheng, et al.
Published: (2025)

VG3S: Visual Geometry Grounded Gaussian Splatting for Semantic Occupancy Prediction
by: Yan, Xiaoyang, et al.
Published: (2026)

VoxelSplat: Dynamic Gaussian Splatting as an Effective Loss for Occupancy and Flow Prediction
by: Zhu, Ziyue, et al.
Published: (2025)

ST-GS: Vision-Based 3D Semantic Occupancy Prediction with Spatial-Temporal Gaussian Splatting
by: Yan, Xiaoyang, et al.
Published: (2025)

Deep Height Decoupling for Precise Vision-based 3D Occupancy Prediction
by: Wu, Yuan, et al.
Published: (2024)

GaussianFormer3D: Multi-Modal Gaussian-based Semantic Occupancy Prediction with 3D Deformable Attention
by: Zhao, Lingjun, et al.
Published: (2025)

SDD-4DGS: Static-Dynamic Aware Decoupling in Gaussian Splatting for 4D Scene Reconstruction
by: Sun, Dai, et al.
Published: (2025)

Real-Time 3D Occupancy Prediction via Geometric-Semantic Disentanglement
by: He, Yulin, et al.
Published: (2024)

Compact 3D Gaussian Splatting for Static and Dynamic Radiance Fields
by: Lee, Joo Chan, et al.
Published: (2024)

ExtrinSplat: Decoupling Geometry and Semantics for Open-Vocabulary Understanding in 3D Gaussian Splatting
by: Ding, Jiayu, et al.
Published: (2025)

Decoupling Appearance Variations with 3D Consistent Features in Gaussian Splatting
by: Lin, Jiaqi, et al.
Published: (2025)

GSRender: Deduplicated Occupancy Prediction via Weakly Supervised 3D Gaussian Splatting
by: Sun, Qianpu, et al.
Published: (2024)

GaussianFormer: Scene as Gaussians for Vision-Based 3D Semantic Occupancy Prediction
by: Huang, Yuanhui, et al.
Published: (2024)

Gaussian Based Adaptive Multi-Modal 3D Semantic Occupancy Prediction
by: Doruk, A. Enes
Published: (2026)

SparseSplat: Towards Applicable Feed-Forward 3D Gaussian Splatting with Pixel-Unaligned Prediction
by: Zhang, Zicheng, et al.
Published: (2026)

GaussianZoom: Progressive Zoom-in Generative 3D Gaussian Splatting with Geometric and Semantic Guidance
by: Shi, Jiale, et al.
Published: (2026)

Graph-Guided Scene Reconstruction from Images with 3D Gaussian Splatting
by: Cheng, Chong, et al.
Published: (2025)

Robust 3D Semantic Occupancy Prediction with Calibration-free Spatial Transformation
by: Zhuang, Zhuangwei, et al.
Published: (2024)

SplatSSC: Decoupled Depth-Guided Gaussian Splatting for Semantic Scene Completion
by: Qian, Rui, et al.
Published: (2025)

GaussianOcc: Fully Self-supervised and Efficient 3D Occupancy Estimation with Gaussian Splatting
by: Gan, Wanshui, et al.
Published: (2024)

DeGauss: Dynamic-Static Decomposition with Gaussian Splatting for Distractor-free 3D Reconstruction
by: Wang, Rui, et al.
Published: (2025)

GS-Occ3D: Scaling Vision-only Occupancy Reconstruction with Gaussian Splatting
by: Ye, Baijun, et al.
Published: (2025)

Latent Gaussian Splatting for 4D Panoptic Occupancy Tracking
by: Luz, Maximilian, et al.
Published: (2026)

CompGS++: Compressed Gaussian Splatting for Static and Dynamic Scene Representation
by: Liu, Xiangrui, et al.
Published: (2025)

EG-Gaussian: Epipolar Geometry and Graph Network Enhanced 3D Gaussian Splatting
by: Zhao, Beizhen, et al.
Published: (2025)

AnchorSplat: Feed-Forward 3D Gaussian Splatting with 3D Geometric Priors
by: Zhang, Xiaoxue, et al.
Published: (2026)

GS^2: Graph-based Spatial Distribution Optimization for Compact 3D Gaussian Splatting
by: Yang, Xianben, et al.
Published: (2026)

DAS3R: Dynamics-Aware Gaussian Splatting for Static Scene Reconstruction
by: Xu, Kai, et al.
Published: (2024)

ThermoSplat: Cross-Modal 3D Gaussian Splatting with Feature Modulation and Geometry Decoupling
by: Su, Zhaoqi, et al.
Published: (2026)

Decoupling Motion and Geometry in 4D Gaussian Splatting
by: Zhang, Yi, et al.
Published: (2026)

FMOcc: TPV-Driven Flow Matching for 3D Occupancy Prediction with Selective State Space Model
by: Chen, Jiangxia, et al.
Published: (2025)

$α$-OCC: Uncertainty-Aware Camera-based 3D Semantic Occupancy Prediction
by: Su, Sanbao, et al.
Published: (2024)

Gaussian Control with Hierarchical Semantic Graphs in 3D Human Recovery
by: Wang, Hongsheng, et al.
Published: (2024)

From Binary to Semantic: Utilizing Large-Scale Binary Occupancy Data for 3D Semantic Occupancy Prediction
by: Noguchi, Chihiro, et al.
Published: (2025)

COTR: Compact Occupancy TRansformer for Vision-based 3D Occupancy Prediction
by: Ma, Qihang, et al.
Published: (2023)

DCSEG: Decoupled 3D Open-Set Segmentation using Gaussian Splatting
by: Wiedmann, Luis, et al.
Published: (2024)

Hierarchical Context Alignment with Disentangled Geometric and Temporal Modeling for Semantic Occupancy Prediction
by: Li, Bohan, et al.
Published: (2024)

Next Best View Selections for Semantic and Dynamic 3D Gaussian Splatting
by: Li, Yiqian, et al.
Published: (2025)

SplatFormer: Point Transformer for Robust 3D Gaussian Splatting
by: Chen, Yutong, et al.
Published: (2024)