RS-SLAM: A robust semantic SLAM in dynamic environments based on RGB-D sensor

T Ran, L Yuan, J Zhang, D Tang, L He - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Most of the state-of-the-art visual simultaneous localization and mapping (V-SLAM)
algorithms perform well in structured environments. However, the assumption of a static …

PFD-SLAM: A new RGB-D SLAM for dynamic indoor environments based on non-prior semantic segmentation

C Zhang, R Zhang, S Jin, X Yi - Remote Sensing, 2022 - mdpi.com
Now, most existing dynamic RGB-D SLAM methods are based on deep learning or
mathematical models. Abundant training sample data is necessary for deep learning, and …

A semantic SLAM-based dense mapping approach for large-scale dynamic outdoor environment

L Yang, L Wang - Measurement, 2022 - Elsevier
The visual SLAM in dynamic environment has been regarded as a fundamental task for
robots. Currently, existing works achieve good performance in only indoor scenes due to the …

Semantic SLAM for mobile robots in dynamic environments based on visual camera sensors

Q Zhang, C Li - Measurement Science and Technology, 2023 - iopscience.iop.org
Visual simultaneous localization and mapping (vSLAM) is inherently constrained by the
static world assumption, which renders success in the presence of dynamic objects rather …

Dn-slam: A visual slam with orb features and nerf mapping in dynamic environments

C Ruan, Q Zang, K Zhang, K Huang - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Vision simultaneous localization and mapping (SLAM) is essential for adapting to new
environments and for localization and is therefore widely used in robotics. However …

Robust Perception-based Visual Simultaneous Localization and Tracking in Dynamic Environments

S Peng, T Ran, L Yuan, J Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Visual Simultaneous Localization and Mapping (SLAM) in dynamic scenes is a prerequisite
for robot-related applications. Most of the existing SLAM algorithms mainly focus on dynamic …

Semantic mapping techniques for indoor mobile robots: Review and prospect

X Song, X Liang, Z Huaidong - Measurement and Control, 2024 - journals.sagepub.com
With the continuous development of robotics and computer vision technology, mobile robots
have been widely applied in various fields. In this process, semantic maps for robots have …

RGB-D SLAM in dynamic environments with multilevel semantic mapping

Y Qin, T Mei, Z Gao, Z Lin, W Song, X Zhao - Journal of Intelligent & …, 2022 - Springer
Dynamic environments pose a severe challenge to visual SLAM as moving objects
invalidate the assumption of a static background. While recent works employ deep learning …

Approach to 3D SLAM for Mobile Robot Based on RGB-D Image with Semantic Feature in Dynamic Environment

J Li, J Luo - Journal of Intelligent & Robotic Systems, 2023 - Springer
Aiming at the problems of low localization accuracy and poor mapping consistency for
mobile robots in dynamic environments, this paper presents a 3D simultaneous localization …

Visual odometry algorithm based on geometric prior for dynamic environments

G Xu, Z Yu, G Xing, X Zhang, F Pan - The International Journal of …, 2022 - Springer
Simultaneous localization and mapping (SLAM) is considered to be an important way for
some smart devices to perform automatic path planning, and many successful SLAM …