A comprehensive survey of visual slam algorithms

A Macario Barros, M Michel, Y Moline, G Corre… - Robotics, 2022 - mdpi.com
Simultaneous localization and map** (SLAM) techniques are widely researched, since
they allow the simultaneous creation of a map and the sensors' pose estimation in an …

[HTML][HTML] A survey of state-of-the-art on visual SLAM

IA Kazerouni, L Fitzgerald, G Dooly, D Toal - Expert Systems with …, 2022 - Elsevier
This paper is an overview to Visual Simultaneous Localization and Map** (V-SLAM). We
discuss the basic definitions in the SLAM and vision system fields and provide a review of …

Barf: Bundle-adjusting neural radiance fields

CH Lin, WC Ma, A Torralba… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Abstract Neural Radiance Fields (NeRF) have recently gained a surge of interest within the
computer vision community for its power to synthesize photorealistic novel views of real …

Droid-slam: Deep visual slam for monocular, stereo, and rgb-d cameras

Z Teed, J Deng - Advances in neural information …, 2021 - proceedings.neurips.cc
We introduce DROID-SLAM, a new deep learning based SLAM system. DROID-SLAM
consists of recurrent iterative updates of camera pose and pixelwise depth through a Dense …

Vins-mono: A robust and versatile monocular visual-inertial state estimator

T Qin, P Li, S Shen - IEEE transactions on robotics, 2018 - ieeexplore.ieee.org
One camera and one low-cost inertial measurement unit (IMU) form a monocular visual-
inertial system (VINS), which is the minimum sensor suite (in size, weight, and power) for the …

Gaussian splatting slam

H Matsuki, R Murai, PHJ Kelly… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present the first application of 3D Gaussian Splatting in monocular SLAM the most
fundamental but the hardest setup for Visual SLAM. Our method which runs live at 3fps …

Robust dynamic radiance fields

YL Liu, C Gao, A Meuleman… - Proceedings of the …, 2023 - openaccess.thecvf.com
Dynamic radiance field reconstruction methods aim to model the time-varying structure and
appearance of a dynamic scene. Existing methods, however, assume that accurate camera …

Tanks and temples: Benchmarking large-scale scene reconstruction

A Knapitsch, J Park, QY Zhou, V Koltun - ACM Transactions on Graphics …, 2017 - dl.acm.org
We present a benchmark for image-based 3D reconstruction. The benchmark sequences
were acquired outside the lab, in realistic conditions. Ground-truth data was captured using …