Virtual Memory for 3D Gaussian Splatting
3D Gaussian Splatting represents a breakthrough in the field of novel view synthesis. It establishes Gaussians as core rendering primitives for highly accurate real-world environment reconstruction. Recent advances have drastically increased the size of scenes that can be created.
Haberl, Jonathan +2 more
openaire +3 more sources
Water-Adapted 3D Gaussian Splatting for precise underwater scene reconstruction
Frontiers in Marine ScienceUnderwater 3D reconstruction is essential for marine surveying, ecological protection, and underwater engineering. Traditional methods, designed for air environments, fail to account for underwater optical properties, leading to poor detail retention ...
Xinnan Fan +4 more
doaj +1 more source
Analytic-Splatting: Anti-Aliased 3D Gaussian Splatting via Analytic Integration
The 3D Gaussian Splatting (3DGS) gained its popularity recently by combining the advantages of both primitive-based and volumetric 3D representations, resulting in improved quality and efficiency for 3D scene rendering. However, 3DGS is not alias-free, and its rendering at varying resolutions could produce severe blurring or jaggies.
Zhihao Liang +5 more
openaire +2 more sources
LiDAR-enhanced 3D Gaussian Splatting Mapping
2025 IEEE International Conference on Robotics and Automation (ICRA)This paper introduces LiGSM, a novel LiDAR-enhanced 3D Gaussian Splatting (3DGS) mapping framework that improves the accuracy and robustness of 3D scene mapping by integrating LiDAR data. LiGSM constructs joint loss from images and LiDAR point clouds to estimate the poses and optimize their extrinsic parameters, enabling dynamic adaptation to ...
Shen, Jian +4 more
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Utilizing JIT Python runtime and parameter optimization for CPU-based Gaussian Splatting thumbnailer
ArrayGaussian Splatting has emerged as a powerful technique for high-fidelity 3D scene representation, yet its computational demands hinder rapid visualization, particularly on CPU-based systems.
Evgeni Genchev +3 more
doaj +1 more source
Splats in Splats: Robust and Effective 3D Steganography towards Gaussian Splatting
3D Gaussian splatting (3DGS) has demonstrated impressive 3D reconstruction performance with explicit scene representations. Given the widespread application of 3DGS in 3D reconstruction and generation tasks, there is an urgent need to protect the copyright of 3DGS assets. However, existing copyright protection techniques for 3DGS overlook the usability
Guo, Yijia +8 more
openaire +2 more sources
Poison-splat: Computation Cost Attack on 3D Gaussian Splatting
3D Gaussian splatting (3DGS), known for its groundbreaking performance and efficiency, has become a dominant 3D representation and brought progress to many 3D vision tasks. However, in this work, we reveal a significant security vulnerability that has been largely overlooked in 3DGS: the computation cost of training 3DGS could be maliciously tampered ...
Lu, Jiahao +4 more
openaire +2 more sources
Real-Time Novel-View Synthesis for the Web Using 3D Gaussian Splatting - Exploring Mesh-Supervised 3D Gaussian Scene Optimization and Efficient Web Rendering for Product Visualization [PDF]
This thesis explores real-time novel-view synthesis for web applications using 3D Gaussian Splatting (3DGS), with a focus on enhancing product visualization.
SANNHOLM, BENJAMIN
core
MD-Splatting: Learning Metric Deformation from 4D Gaussians in Highly Deformable Scenes
, 2023 Accurate 3D tracking in highly deformable scenes with occlusions and shadows can facilitate new applications in robotics, augmented reality, and generative AI.
Duisterhof, Bardienus P. +6 more
core
Seed 3D Phenotyping Across Multiple Crops Using 3D Gaussian Splatting
AgricultureThis study introduces a versatile seed 3D reconstruction method that is applicable to multiple crops—including maize, wheat, and rice—and designed to overcome the inefficiency and subjectivity of manual measurements and the high costs of laser-based ...
Jun Gao +5 more
doaj +1 more source