Results 111 to 120 of about 2,993 (218)

GaussianDiffusion: 3D Gaussian Splatting for Denoising Diffusion Probabilistic Models with Structured Noise

open access: yes, 2023
Text-to-3D, known for its efficient generation methods and expansive creative potential, has garnered significant attention in the AIGC domain. However, the amalgamation of Nerf and 2D diffusion models frequently yields oversaturated images, posing ...
Li, Xinhai   +2 more
core  

Feature Enhancement of TUM-RGBD Depth Images and Performance Evaluation of Gaussian Splatting-Based SplaTAM Method

open access: yesSakarya University Journal of Computer and Information Sciences
Simultaneous Localization and Mapping (SLAM) methods are used in autonomous systems to determine their locations in unknown environments and map these environments. Autonomous systems need to act autonomously without external intervention.
Ali Furkan Kamanlı, Cemil Zeyveli
doaj   +1 more source

4D Gaussian Splatting SLAM

open access: yes
Simultaneously localizing camera poses and constructing Gaussian radiance fields in dynamic scenes establish a crucial bridge between 2D images and the 4D real world. Instead of removing dynamic objects as distractors and reconstructing only static environments, this paper proposes an efficient architecture that incrementally tracks camera poses and ...
Li, Yanyan   +5 more
openaire   +2 more sources

Z-Splat: Z-Axis Gaussian Splatting for Camera-Sonar Fusion

open access: yesIEEE Transactions on Pattern Analysis and Machine Intelligence
Differentiable 3D-Gaussian splatting (GS) is emerging as a prominent technique in computer vision and graphics for reconstructing 3D scenes. GS represents a scene as a set of 3D Gaussians with varying opacities and employs a computationally efficient splatting operation along with analytical derivatives to compute the 3D Gaussian parameters given scene
Ziyuan Qu   +7 more
openaire   +3 more sources

Utilizing JIT Python runtime and parameter optimization for CPU-based Gaussian Splatting thumbnailer

open access: yesArray
Gaussian 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

MVS-Splatting: Fast Multi-View Stereo Depth Fusion for 3D Gaussian Splatting Initialization

open access: yesIEEE Access
Images and videos allow us to explore places and connect to people all around the world, in the present or past. What if we could break through the glass screen in front of us and step into those camera captures.
Julie Artois   +2 more
doaj   +1 more source

Splat-LOAM: Gaussian Splatting LiDAR Odometry and Mapping

open access: yes
LiDARs provide accurate geometric measurements, making them valuable for ego-motion estimation and reconstruction tasks. Although its success, managing an accurate and lightweight representation of the environment still poses challenges. Both classic and NeRF-based solutions have to trade off accuracy over memory and processing times.
Giacomini, Emanuele   +4 more
openaire   +2 more sources

Analytic-Splatting: Anti-Aliased 3D Gaussian Splatting via Analytic Integration

open access: yes
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

Relaxing Accurate Initialization for Monocular Dynamic Scene Reconstruction with Gaussian Splatting

open access: yesApplied Sciences
Monocular dynamic scene reconstruction is a challenging task due to the inherent limitation of observing the scene from a single viewpoint at each timestamp, particularly in the presence of object motion and illumination changes.
Xinyu Wang   +4 more
doaj   +1 more source

Splats in Splats: Robust and Effective 3D Steganography towards Gaussian Splatting

open access: yes
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

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