Results 1 to 10 of about 1,822,461 (185)

Empirical analysis of adversarial robustness in 3D Gaussian Splatting under multi-view inconsistency attacks [PDF]

Scientific Reports
3D Gaussian Splatting has emerged as a promising technique for real-time novel view synthesis, achieving rendering quality comparable to neural radiance fields while enabling significantly faster inference.
Hyun Kwon, Jang-Woon Baek
doaj   +2 more sources

A survey on surface reconstruction based on 3D Gaussian splatting [PDF]

PeerJ Computer Science
Surface reconstruction is a foundational topic in computer graphics and has gained substantial research interest in recent years. With the emergence of advanced neural radiance fields (NeRFs) and 3D Gaussian splatting (3D GS), numerous innovative many ...
Zheng Xu, Gang Chen, Feng Li, Lingyu Chen, Yuanhang Cheng   +4 more
doaj   +3 more sources

DiGS: Depth-Initialized Gaussian Splatting for Single-Object Reconstruction [PDF]

Journal of Imaging
Gaussian Splatting is a state-of-the-art technique for 3D reconstruction. In this paper, we investigate how different initialization strategies influence the optimization process within the Gaussian Splatting framework, showing that more accurate initial
Jacopo Meglioraldi, Pasquale Cascarano, Gustavo Marfia   +2 more
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Gaussian splatting for the reconstruction of complex and highly detailed object [PDF]

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
In recent years, Neural Radiance Fields (NeRF) and 3D Gaussian Splatting (3DGS) have emerged as advanced methods for photogrammetry-based 3D reconstruction.
S. Gonizzi Barsanti, D. Billi, D. Billi, E. Sommer, E. Elefante, A. Murtiyoso   +5 more
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Large-Scale 3D Terrain Reconstruction Using 3D Gaussian Splatting for Visualization and Simulation [PDF]

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
The fusion of low-cost unmanned aerial systems (UAS) with advanced photogrammetric techniques has revolutionized 3D terrain reconstruction, enabling the automated creation of detailed models.
M. Chen, D. Lal, Z. Yu, J. Xu, A. Feng, S. You, A. Nurunnabi, Y. Shi   +7 more
doaj   +1 more source

Evaluating 3D Gaussian Splatting for Urban Scene Reconstruction [PDF]

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Accurate, detailed and efficient 3D reconstructions of large-scale urban environments are essential for applications such as autonomous driving, urban planning and digital twin construction.
Z. Yan, Z. Yan, M. Yin, Y. Shao, F. Remondino   +4 more
doaj   +1 more source

HoloGS: Instant Depth-based 3D Gaussian Splatting with Microsoft HoloLens 2 [PDF]

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
In the fields of photogrammetry, computer vision and computer graphics, the task of neural 3D scene reconstruction has led to the exploration of various techniques.
M. Jäger, T. Kapler, M. Feßenbecker, F. Birkelbach, M. Hillemann, B. Jutzi   +5 more
doaj   +1 more source

CityLangSplat: Integrating CityGML Semantics into 3D Language Gaussian Splatting for Urban Scene Understanding [PDF]

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Combining visual semantics with language representations has made 3D interpretation more flexible and intuitive. Recent advances in Gaussian Splatting extend this to efficient 3D language fields supporting open-vocabulary queries.
Q. Zhang, Q. Zhang, Q. Zhang, J. Zhu, O. Wysocki, B. Jutzi, B. Jutzi   +6 more
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3D Gaussian Splatting for Enhanced Documentation of Cultural Artifacts [PDF]

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
3D Gaussian splatting has shown promise for high-fidelity 3D modeling in cultural heritage documentation. However, applying 3DGS to cultural artifacts faces challenges, including image alignment errors in dynamic capture environments and background ...
J. Lee, S. Park, J. Min, J. Choi
doaj   +1 more source

GS4Buildings: Prior-Guided Gaussian Splatting for 3D Building Reconstruction [PDF]

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Recent advances in Gaussian Splatting (GS) have demonstrated its effectiveness in photo-realistic rendering and 3D reconstruction. Among these, 2D Gaussian Splatting (2DGS) is particularly suitable for surface reconstruction due to its flattened Gaussian
Q. Zhang, O. Wysocki, B. Jutzi
doaj   +1 more source