Benchmarking Implicit Neural Representation and Geometric Rendering in Real-Time RGB-D SLAM

T Hua, L Wang - Proceedings of the IEEE/CVF Conference …, 2024 - openaccess.thecvf.com
Implicit neural representation (INR) in combination with geometric rendering has recently
been employed in real-time dense RGB-D SLAM. Despite active research endeavors being …

A new era of indoor scene reconstruction: A survey

H Wang, M Li - IEEE Access, 2024 - ieeexplore.ieee.org
Indoor scene reconstruction plays a pivotal role in the fields of computer graphics and vision,
significantly impacting areas such as robotics and augmented reality. Recently …

[PDF][PDF] How nerfs and 3d gaussian splatting are reshaping slam: a survey

F Tosi, Y Zhang, Z Gong, E Sandström… - arXiv preprint arXiv …, 2024 - fabiotosi92.github.io
Over the past two decades, research in the field of Simultaneous Localization and Mapping
(SLAM) has undergone a significant evolution, highlighting its critical role in enabling …

Glorie-slam: Globally optimized rgb-only implicit encoding point cloud slam

G Zhang, E Sandström, Y Zhang, M Patel… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advancements in RGB-only dense Simultaneous Localization and Mapping (SLAM)
have predominantly utilized grid-based neural implicit encodings and/or struggle to …

Neural Radiance Field in Autonomous Driving: A Survey

L He, L Li, W Sun, Z Han, Y Liu, S Zheng… - arXiv preprint arXiv …, 2024 - arxiv.org
Neural Radiance Field (NeRF) has garnered significant attention from both academia and
industry due to its intrinsic advantages, particularly its implicit representation and novel view …

MT-NeRF: Neural implicit representation based on multi-resolution geometric feature planes

W Jiang, Y Liu, M Ouyang, X Zhang - Computers & Graphics, 2024 - Elsevier
Reconstructing an indoor-scale scene from scratch is a difficult task when the camera pose
is unknown. If it is also required to achieve fast convergence without sacrificing quality and …

Splat-SLAM: Globally Optimized RGB-only SLAM with 3D Gaussians

E Sandström, K Tateno, M Oechsle, M Niemeyer… - arXiv preprint arXiv …, 2024 - arxiv.org
3D Gaussian Splatting has emerged as a powerful representation of geometry and
appearance for RGB-only dense Simultaneous Localization and Mapping (SLAM), as it …

[PDF][PDF] A Multi-Sensor Fusion Autonomous Driving Localization System for Mining Environments

Y Wang, C Own, H Zhang, M Luo - Electronics, 2024 - preprints.org
We propose a multi-sensor fusion localization framework for autonomous heavy-duty trucks
suitable for mining scenarios, which enables high-precision, real-time trajectory generation …