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A comprehensive overview of core modules in visual SLAM framework
D Cai, R Li, Z Hu, J Lu, S Li, Y Zhao - Neurocomputing, 2024 - Elsevier
Abstract Visual Simultaneous Localization and Map** (VSLAM) technology has become a
key technology in autonomous driving and robot navigation. Relying on camera sensors …
key technology in autonomous driving and robot navigation. Relying on camera sensors …
State of the art in vision-based localization techniques for autonomous navigation systems
Vision-based localization systems, namely visual odometry (VO) and visual inertial odometry
(VIO), have attracted great attention recently. They are regarded as critical modules for …
(VIO), have attracted great attention recently. They are regarded as critical modules for …
[PDF][PDF] LOAM: Lidar odometry and map** in real-time.
We propose a real-time method for odometry and map** using range measurements from
a 2-axis lidar moving in 6-DOF. The problem is hard because the range measurements are …
a 2-axis lidar moving in 6-DOF. The problem is hard because the range measurements are …
A survey on odometry for autonomous navigation systems
The development of a navigation system is one of the major challenges in building a fully
autonomous platform. Full autonomy requires a dependable navigation capability not only in …
autonomous platform. Full autonomy requires a dependable navigation capability not only in …
SLAM; definition and evolution
H Taheri, ZC ** (SLAM) is a key problem in the field of
Artificial Intelligence and mobile robotics that addresses the problem of localization and …
Artificial Intelligence and mobile robotics that addresses the problem of localization and …
Keyframe-based visual–inertial odometry using nonlinear optimization
Combining visual and inertial measurements has become popular in mobile robotics, since
the two sensing modalities offer complementary characteristics that make them the ideal …
the two sensing modalities offer complementary characteristics that make them the ideal …
A benchmark for the evaluation of RGB-D SLAM systems
In this paper, we present a novel benchmark for the evaluation of RGB-D SLAM systems. We
recorded a large set of image sequences from a Microsoft Kinect with highly accurate and …
recorded a large set of image sequences from a Microsoft Kinect with highly accurate and …
Laser–visual–inertial odometry and map** with high robustness and low drift
We present a data processing pipeline to online estimate ego‐motion and build a map of the
traversed environment, leveraging data from a 3D laser scanner, a camera, and an inertial …
traversed environment, leveraging data from a 3D laser scanner, a camera, and an inertial …
High-precision, consistent EKF-based visual-inertial odometry
In this paper, we focus on the problem of motion tracking in unknown environments using
visual and inertial sensors. We term this estimation task visual–inertial odometry (VIO), in …
visual and inertial sensors. We term this estimation task visual–inertial odometry (VIO), in …
Visual odometry [tutorial]
Visual odometry (VO) is the process of estimating the egomotion of an agent (eg, vehicle,
human, and robot) using only the input of a single or multiple cameras attached to it …
human, and robot) using only the input of a single or multiple cameras attached to it …