Results 1 to 10 of about 397 (144)

Recent advances in 3D Gaussian splatting

Computational Visual Media
The emergence of 3D Gaussian Splatting (3DGS) has greatly accelerated the rendering speed of novel view synthesis. Unlike neural implicit representations like Neural Radiance Fields (NeRF) that represent a 3D scene with position and viewpoint-conditioned neural networks, 3D Gaussian Splatting utilizes a set of Gaussian ellipsoids to model the scene so ...
Yan-Pei Cao, Lingqi Yan, Ling-Xiao Zhang   +2 more
exaly   +3 more sources

Dual-Dimensional Gaussian Splatting Integrating 2D and 3D Gaussians for Surface Reconstruction

Applied Sciences (Switzerland)
Three-Dimensional Gaussian Splatting (3DGS) has revolutionized novel-view synthesis, enabling real-time rendering of high-quality scenes. Two-Dimensional Gaussian Splatting (2DGS) improves geometric accuracy by replacing 3D Gaussians with flat 2D ...
Ban Yuseok
exaly   +3 more sources

SpotLessSplats: Ignoring Distractors in 3D Gaussian Splatting

ACM Transactions on Graphics
Three-dimensional Gaussian Splatting (3DGS) is a promising technique for 3D reconstruction, offering efficient training and rendering speeds, making it suitable for real-time applications. However, current methods require highly controlled environments–no moving people or wind-blown elements, and consistent lighting–to meet the interview consistency ...
Andrea Tagliasacchi, Alec Jacobson, Dmitry Lagun   +2 more
exaly   +3 more sources

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
doaj   +1 more source

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
doaj   +1 more source

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