Vision-based navigation and guidance for agricultural autonomous vehicles and robots: A review

Y Bai, B Zhang, N Xu, J Zhou, J Shi, Z Diao - Computers and Electronics in …, 2023 - Elsevier
Autonomous navigation of agricultural robots and vehicles in agricultural environments is a
prerequisite for the accomplishment of various tasks. However, precision navigation of …

Recent developments and applications of simultaneous localization and mapping in agriculture

H Ding, B Zhang, J Zhou, Y Yan, G Tian… - Journal of field …, 2022 - Wiley Online Library
Abstract Simultaneous Localization and Mapping (SLAM) is a process to use multiple
sensors to position an unmanned mobile vehicle without previous knowledge of the …

Vision-based vineyard navigation solution with automatic annotation

E Liu, J Monica, K Gold… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
Autonomous navigation is crucial for achieving the full automation of agricultural research
and production management using agricultural robots. In this paper, we present a vision …

Field-VIO: Stereo Visual-Inertial Odometry Based on Quantitative Windows in Agricultural Open Fields

J Sun, S Wu, J Dong, J He - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In agricultural open fields, accurate autonomous localization of robots requires long-term
data correlation to reduce cumulative error. Our article presents a Stereo Visual-Inertial …

Tomato Flower Detection and Three-Dimensional Mapping for Precision Pollination

KMK Nelms - 2023 - trace.tennessee.edu
It is estimated that nearly 75% of major crops have some level of reliance on pollination.
Humans are reliant on fruit and vegetable crops for many vital nutrients. With the …

Toward Semantic Scene Understanding for Fine-Grained 3D Modeling of Plants

M Qadri, H Freeman, E Schneider, G Kantor - arXiv preprint arXiv …, 2023 - arxiv.org
Agricultural robotics is an active research area due to global population growth and
expectations of food and labor shortages. Robots can potentially help with tasks such as …

Current advances in SLAM robotic applications in agriculture and state of the art approaches

CI Lim, WK Wong - 2023 - IET
Simultaneous Localisation and and Mapping (SLAM) has emerged as one of the most
studied problem in mobile robotics. Countless application were investigated. The objective …