A survey on surface reconstruction based on 3D Gaussian splatting [PDF]
PeerJ Computer ScienceSurface 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 +4 more
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Intraoperative 3D reconstruction from sparse arbitrarily posed real X-rays [PDF]
Scientific ReportsSpine surgery is a high-risk intervention demanding precise execution, often supported by image-based navigation systems. Recently, supervised learning approaches have gained attention for reconstructing 3D spinal anatomy from sparse fluoroscopic data ...
Sascha Jecklin +6 more
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LEGS: Visual Localization Enhanced by 3D Gaussian Splatting [PDF]
Journal of ImagingAccurate six-degree-of-freedom (6-DoF) visual localization is a fundamental component for modern mapping and navigation. While recent data-centric approaches have leveraged Novel View Synthesis (NVS) to augment training datasets, these methods typically ...
Daewoon Kim, I-gil Kim
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Metric Error Assessment Regarding Geometric 3D Reconstruction of Transparent Surfaces via SfM Enhanced by 2D and 3D Gaussian Splatting [PDF]
SensorsThis research investigates the metric accuracy of 3D transparent object reconstruction, a task where conventional photogrammetry often fails. The topic is especially relevant in cultural heritage (CH), where accurate digital documentation of glass and ...
Dario Billi +2 more
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Denoise-GS: Self-Supervised Denoising for Sparse-View 3D Gaussian Splatting [PDF]
SensorsThree-dimensional Gaussian splatting has emerged as a mainstream method in the field of new viewpoint synthesis due to its outstanding performance. However, its generation quality typically degrades significantly when input viewpoints are sparse.
Yabo Xu +4 more
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Single view generalizable 3D reconstruction based on 3D Gaussian splatting [PDF]
Scientific Reports3D Gaussian Splatting (3DGS) has become a significant research focus in recent years, particularly for 3D reconstruction and novel view synthesis under non-ideal conditions.
Kun Fang +4 more
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End-to-end Fusion3DGS: label-efficient multi-modal 3D instance segmentation based on Gaussian splatting [PDF]
Scientific ReportsAccurate 3D instance segmentation is foundational for perception and decision making in embodied systems, yet prevailing approaches depend on densely annotated 3D point clouds, which are costly to acquire and difficult to scale across sensors and ...
Zhiyuan Wang +5 more
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Arbitrary Optics for Gaussian Splatting Using Space Warping [PDF]
Journal of ImagingDue to recent advances in 3D reconstruction from RGB images, it is now possible to create photorealistic representations of real-world scenes that only require minutes to be reconstructed and can be rendered in real time.
Jakob Nazarenus +3 more
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GS-MSDR: Gaussian Splatting with Multi-Scale Deblurring and Resolution Enhancement [PDF]
SensorsRecent advances in 3D Gaussian Splatting (3DGS) have achieved remarkable performance in scene reconstruction and novel view synthesis on benchmark datasets.
Fang Wan +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 SciencesThe 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 +7 more
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