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Row detection BASED navigation and guidance for agricultural robots and autonomous vehicles in row-crop fields: Methods and applications
Crop row detection is one of the foundational and pivotal technologies of agricultural robots
and autonomous vehicles for navigation, guidance, path planning, and automated farming in …
and autonomous vehicles for navigation, guidance, path planning, and automated farming in …
A review of vision-based crop row detection method: Focusing on field ground autonomous navigation operations
S Zhang, Y Liu, K **, and other fields. The crop row detection method obtains guidance information …
Design and development of orchard autonomous navigation spray system
S Wang, J Song, P Qi, C Yuan, H Wu, L Zhang… - Frontiers in Plant …, 2022 - frontiersin.org
Driven by the demand for efficient plant protection in orchards, the autonomous navigation
system for orchards is hereby designed and developed in this study. According to the three …
system for orchards is hereby designed and developed in this study. According to the three …
Position-agnostic autonomous navigation in vineyards with deep reinforcement learning
Precision agriculture is rapidly attracting research to efficiently introduce automation and
robotics solutions to support agricultural activities. Robotic navigation in vineyards and …
robotics solutions to support agricultural activities. Robotic navigation in vineyards and …
Autonomous navigation method of jujube catch-and-shake harvesting robot based on convolutional neural networks
Z Zheng, Y Hu, X Li, Y Huang - Computers and Electronics in Agriculture, 2023 - Elsevier
Autonomous navigation of agricultural devices plays an indispensable step for the
realization of various field intelligent operation tasks. However, the accurate extraction of …
realization of various field intelligent operation tasks. However, the accurate extraction of …
[HTML][HTML] AI-assisted vision for agricultural robots
Robotics has been increasingly relevant over the years. The ever-increasing demand for
productivity, the reduction of tedious labor, and safety for the operator and the environment …
productivity, the reduction of tedious labor, and safety for the operator and the environment …
[HTML][HTML] Detection of abnormal hydroponic lettuce leaves based on image processing and machine learning
R Yang, Z Wu, W Fang, H Zhang, W Wang, L Fu… - Information Processing …, 2023 - Elsevier
Accurate and fast detection of abnormal hydroponic lettuce leaves is primary technology for
robotic sorting. Yellow and rotten leaves are main types of abnormal leaves in hydroponic …
robotic sorting. Yellow and rotten leaves are main types of abnormal leaves in hydroponic …
[HTML][HTML] Fuzzy logic controller for automating electrical conductivity and pH in hydroponic cultivation
This study proposes a fuzzy logic controller for adjusting the electrical conductivity (EC) and
pH of the nutrient solution in a hydroponic system. The proposed control system detects the …
pH of the nutrient solution in a hydroponic system. The proposed control system detects the …
[HTML][HTML] A comprehensive review of the research of the “Eye–Brain–Hand” harvesting system in smart agriculture
W Ji, X Huang, S Wang, X He - Agronomy, 2023 - mdpi.com
Smart agricultural harvesting robots' vision recognition, control decision, and mechanical
hand modules all resemble the human eye, brain, and hand, respectively. To enable …
hand modules all resemble the human eye, brain, and hand, respectively. To enable …
[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 …
the farmland. In this research, considering a wheat field as the typical scenario, a novel …