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 …

Applications of machine vision in agricultural robot navigation: A review

T Wang, B Chen, Z Zhang, H Li, M Zhang - Computers and Electronics in …, 2022 - Elsevier
Many tasks in smart agriculture have further requirements for the autonomous navigation of
agricultural robots. Due to irreplaceable visual information and low-cost hardware costs …

A review of autonomous navigation systems in agricultural environments

N Shalal, T Low, C McCarthy… - SEAg 2013: Innovative …, 2013 - research.usq.edu.au
Mobile robots operating in agricultural environments have been a significant subject for
researchers. The rapid advancement in communication, sensors and computing …

Vision‐based obstacle detection and navigation for an agricultural robot

D Ball, B Upcroft, G Wyeth, P Corke… - Journal of field …, 2016 - Wiley Online Library
This paper describes a vision‐based obstacle detection and navigation system for use as
part of a robotic solution for the sustainable intensification of broad‐acre agriculture. To be …

Research progress of autonomous navigation technology for multi-agricultural scenes

B Xie, Y Jin, M Faheem, W Gao, J Liu, H Jiang… - … and Electronics in …, 2023 - Elsevier
Due to the increasing demand for food, the global shortage of agricultural labor and the
reduction in the utilization of agricultural resources, the demand for agricultural autonomous …

Variable field-of-view machine vision based row guidance of an agricultural robot

J Xue, L Zhang, TE Grift - Computers and Electronics in Agriculture, 2012 - Elsevier
A novel variable field-of-view machine vision method was developed allowing an
agricultural robot to navigate between rows in cornfields. The machine vision hardware …

Review of research on agricultural vehicle autonomous guidance

M Li, K Imou, K Wakabayashi, S Yokoyama - International Journal of …, 2009 - ijabe.org
A brief review of research in agricultural vehicle guidance technologies is presented. The
authors propose the conceptual framework of an agricultural vehicle autonomous guidance …

Machine vision systems in precision agriculture for crop farming

E Mavridou, E Vrochidou, GA Papakostas, T Pachidis… - Journal of …, 2019 - mdpi.com
Machine vision for precision agriculture has attracted considerable research interest in
recent years. The aim of this paper is to review the most recent work in the application of …

[HTML][HTML] Computer vision technology in agricultural automation—A review

H Tian, T Wang, Y Liu, X Qiao, Y Li - Information Processing in Agriculture, 2020 - Elsevier
Computer vision is a field that involves making a machine “see”. This technology uses a
camera and computer instead of the human eye to identify, track and measure targets for …

[HTML][HTML] Towards autonomous mapping in agriculture: A review of supportive technologies for ground robotics

DT Fasiolo, L Scalera, E Maset, A Gasparetto - Robotics and Autonomous …, 2023 - Elsevier
This paper surveys the supportive technologies currently available for ground mobile robots
used for autonomous mapping in agriculture. Unlike previous reviews, we describe state-of …