Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
–Neural Information Processing Systems
Despite its potential, 3DGS encounters challenges such as needle-like artifacts, suboptimal geometries, and inaccurate normals caused by the Gaussians converging into anisotropic shapes with one dominant variance.
Neural Information Processing Systems
Nov-20-2025, 03:51:53 GMT
- Genre:
- Research Report > Experimental Study (0.93)
- Technology:
- Information Technology > Artificial Intelligence
- Machine Learning (1.00)
- Representation & Reasoning (1.00)
- Vision (1.00)
- Information Technology > Artificial Intelligence