Prior-Driven Enhancements in 3D Gaussian Splatting: Normals and Depths Regularization

Prior-Driven Enhancements in 3D Gaussian Splatting: Normals and Depths Regularization

3D Gaussian Splatting (3DGS) is a state-of-the-art technique for 3D scene rendering, offering high efficiency and excellent visual quality. However, because 3DGS relies on an initial sparse point set from Structure-from-Motion (SfM) and view-dependent properties, it can suffer from geometric inaccur...

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Bibliographic Details
Main Authors: G. Lee, S. Hong, J. Suh
Format: Article
Language:English
Published: Copernicus Publications 2025-07-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-G-2025/891/2025/isprs-archives-XLVIII-G-2025-891-2025.pdf
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