A review of the large-scale application of autonomous mobility of agricultural platform

X Ren, B Huang, H Yin - Computers and Electronics in Agriculture, 2023 - Elsevier
With the gradual disappearance of the demographic dividend and the labor shortage
brought by the aging population, it is necessary and urgent to achieve a high degree of …

An adaptive orb-slam3 system for outdoor dynamic environments

Q Zang, K Zhang, L Wang, L Wu - Sensors, 2023 - mdpi.com
Recent developments in robotics have heightened the need for visual SLAM. Dynamic
objects are a major problem in visual SLAM which reduces the accuracy of localization due …

Solo-slam: A parallel semantic slam algorithm for dynamic scenes

L Sun, J Wei, S Su, P Wu - Sensors, 2022 - mdpi.com
Simultaneous localization and mapping (SLAM) is a core technology for mobile robots
working in unknown environments. Most existing SLAM techniques can achieve good …

[HTML][HTML] Localización simultánea y mapeo para control de un robot móvil autónomo usando escaneo de nube de puntos LiDAR y métodos de aprendizaje de máquina

R Urvina Córdova, E Aguilar Torres… - … . Revista chilena de …, 2023 - SciELO Chile
Este artículo presenta técnicas alternativas de localización y mapeo simultáneo del
ambiente, que permiten a los robots móviles auto referenciarse en un ambiente de …

OffRoadSynth Open Dataset for Semantic Segmentation using Synthetic-Data-Based Weight Initialization for Autonomous UGV in Off-Road Environments

K Małek, J Dybała, A Kordecki, P Hondra… - Journal of Intelligent & …, 2024 - Springer
This article concerns the issue of image semantic segmentation for the machine vision
system of an autonomous Unmanned Ground Vehicle (UGV) moving in an off-road …

YS-SLAM: YOLACT++ based semantic visual SLAM for autonomous adaptation to dynamic environments of mobile robots

J Li, J Luo - Complex & Intelligent Systems, 2024 - Springer
Aiming at the problem of poor autonomous adaptability of mobile robots to dynamic
environments, this paper propose a YOLACT++ based semantic visual SLAM for …

Optimized feature extraction and object detection for indoor dynamic environment visual SLAM study

W Wang, Y Wang, Z Wu - International Journal of Advanced …, 2024 - journals.sagepub.com
This study introduces the YORB-SLAM algorithm, a novel approach that integrates an
enhanced ORB-SLAM2 framework with a lightweight YOLOv5 model to improve the …

Dynamic simultaneous localization and mapping based on object tracking in occluded environment

W Ding, Z Pei, T Yang, T Chen - Robotica, 2024 - cambridge.org
In practical applications, many robots equipped with embedded devices have limited
computing capabilities. These limitations often hinder the performance of existing dynamic …

ADS–SLAM: a semantic SLAM based on adaptive motion compensation and semantic information for dynamic environments

J Dai, M Yang, Y Li, J Zhao… - … Science and Technology, 2024 - iopscience.iop.org
Static environment assumptions are a prerequisite for simultaneous localization and
mapping (SLAM), while interference from dynamic objects in the environment can seriously …

FF-VO: Fast Visual Odometry for Dynamic Environment Based on FastestDet

Z Wei, J Yang, Z Li - 2024 36th Chinese Control and Decision …, 2024 - ieeexplore.ieee.org
Visual Odometry (VO) faces a critical challenge in real-world deployment: striking a balance
between enhancing reliability in dynamic surroundings and reducing computational …