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 …

[HTML][HTML] Navigation algorithm based on semantic segmentation in wheat fields using an RGB-D camera

Y Song, F Xu, Q Yao, J Liu, S Yang - Information Processing in Agriculture, 2023 - Elsevier
Determining the navigation line is critical for the automatic navigation of agricultural robots in
the farmland. In this research, considering a wheat field as the typical scenario, a novel …

One-shot classification-based tilled soil region segmentation for boundary guidance in autonomous tillage

WS Kim, DH Lee, T Kim, G Kim, H Kim, T Sim… - … and Electronics in …, 2021 - Elsevier
In recent years, machine vision has been frequently used to estimate local paths for
autonomous tractors. The incorporation of deep learning-based techniques to its …

Trajectory tracking for agricultural tractor based on improved fuzzy sliding mode control

C Yin, S Wang, J Gao, X Li - Plos one, 2023 - journals.plos.org
Trajectory tracking is one of the key technologies for tractor automatic navigation. Its main
purpose is to adjust the steering mechanism of the tractor to follow the planned trajectory …

Intelligent navigation algorithm of plant phenotype detection robot based on dynamic credibility evaluation

W Lu, M Zeng, H Qin - International Journal of Agricultural and Biological …, 2021 - ijabe.org
Due to the non-standardization and complexity of the farmland environment, Global
Navigation Satellite System (GNSS) navigation signal may be affected by the tree shade …

基于中值点Hough 变换玉米行检测的导航线提取方法.

李霞, 苏筠皓, 岳振超, 王思超… - Transactions of the …, 2022 - search.ebscohost.com
为解决机器视觉对早期玉米苗带在多环境变量下导航线提取耗时长, 准确率低的问题,
该研究提出了一种基于中值点Hough 变换作物行检测的导航线提取算法. 首先, 改进了传统的2G …

Novel laser-based obstacle detection for autonomous robots on unstructured terrain

W Chen, Q Liu, H Hu, J Liu, S Wang, Q Zhu - Sensors, 2020 - mdpi.com
Obstacle detection is one of the essential capabilities for autonomous robots operated on
unstructured terrain. In this paper, a novel laser-based approach is proposed for obstacle …

The extraction method of navigation line for cuttage and film covering multi-functional machine for low tunnels

Y Li, Y Zhu, S Li, P Liu - Inventions, 2022 - mdpi.com
Aiming at the problem of low intelligence in the automatic navigation of the cuttage and film
covering multi-functional machine for low tunnels, this study proposed a navigation line …

Research on navigation line extraction of garden mobile robot based on edge detection

J Chen, Z Wang, T Long, J Wu, G Cai… - Journal of Intelligent & …, 2022 - Springer
The autonomous navigation of garden mobile robot plays an important role in garden
monitoring and maintenance, in which the extraction of navigation line is the key technology …

Моделирование квадратно-гнездового посева

АЮ Попов - Инженерные технологии и системы, 2020 - cyberleninka.ru
Введение. Для пропашных культур оптимальной формой площади питания является
квадратная, которая обеспечивается квадратно-гнездовым способом посева. В …