arXiv Computer Vision
EvoGS: Modeling Deformation Evolution for Dynamic Gaussian Splatting
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arXiv Computer Vision
Aug 25
LagrangeGS: Non-Conservative Lagrangian System on Dynamic 3D Gaussian Splatting
arXiv:2608.22773v1 Announce Type: new Abstract: Dynamic 3D Gaussian Splatting (3DGS) achieves photorealistic reconstruction of time-varying scenes, and recent physics-aware extensions improve extrapo...
arXiv Computer Vision
Oct 27
\textit{4DSurf}: High-Fidelity Dynamic Scene Surface Reconstruction
arXiv:2603.28064v2 Announce Type: replace Abstract: This paper addresses the problem of dynamic scene surface reconstruction using Gaussian Splatting (GS), aiming to recover temporally consistent geo...
arXiv Computer Vision
Sep 14
SUCCESS-GS: Survey of Compactness and Compression for Efficient Static and Dynamic Gaussian Splatting
arXiv:2512.07197v2 Announce Type: replace Abstract: 3D Gaussian Splatting (3DGS) has emerged as a powerful explicit representation enabling real-time, high-fidelity 3D reconstruction and novel view s...
arXiv AI
Sep 4
TruncGradGS: Improved 3D Gaussian Splatting via Truncated Gradient Updates
The paper introduces TruncGradGS, a piecewise truncated gradient approach that mitigates gradient vanishing in 3D Gaussian Splatting, enhancing optimization stability and robustness to initializations. It demonstrates consistent improvements over random and COLMAP initializations in both static and dynamic settings. Additionally, the authors highlight limitations of existing dynamic scene benchmarks and present a new synthetic dataset for evaluating dynamic Gaussian Splatting.
arXiv Computer Vision
Sep 22
GARO: Geometry-Aware Redundancy Optimization for Real-Time and High-Fidelity Dynamic Gaussian Splatting
arXiv:2609.23509v1 Announce Type: new Abstract: Novel view synthesis is a key task for dynamic scene reconstruction, where high rendering speed is essential for applications such as virtual reality....
arXiv Computer Vision
Oct 27
GaussianSpline: Adaptive B\'ezier Splines for Highly Dynamic 4D Gaussian Splatting
arXiv:2610.35224v1 Announce Type: cross Abstract: We present GaussianSpline, a dynamic 4D Gaussian Splatting method that models per-Gaussian motion using adaptive, non-uniform piecewise cubic B\'ezie...