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 …

AI-assisted vision for agricultural robots

S Fountas, I Malounas, L Athanasakos, I Avgoustakis… - AgriEngineering, 2022 - mdpi.com
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 …

Navigation path extraction for greenhouse cucumber-picking robots using the prediction-point Hough transform

J Chen, H Qiang, J Wu, G Xu, Z Wang - Computers and Electronics in …, 2021 - Elsevier
Accurate extraction of navigation path is very important for automated navigation of
agricultural robots. Based on the machine vision system, this paper proposes a new …

Extracting the navigation path of a tomato-cucumber greenhouse robot based on a median point Hough transform

J Chen, H Qiang, J Wu, G Xu, Z Wang, X Liu - Computers and Electronics in …, 2020 - Elsevier
The extraction of navigation paths is essential for the autonomous navigation of an
agricultural robot. As most of the current navigation path extraction algorithms are time …

Visual navigation path extraction of orchard hard pavement based on scanning method and neural network

Z Yang, L Ouyang, Z Zhang, J Duan, J Yu… - … and Electronics in …, 2022 - Elsevier
The accurate extraction of navigation path is very important for the automatic navigation of
agricultural robots. Aiming at the complex orchard environment and the problem that the …

[HTML][HTML] Cost-efficient algorithm for autonomous cultivators: Implementing template matching with field digital twins for precision agriculture

L De Bortoli, S Marsi, F Marinello, P Gallina - Computers and Electronics in …, 2024 - Elsevier
The paper focuses on the development of a vision system to automate the position control of
a cultivator used for crop weeding. The vision algorithm allows monitoring of the cultivator's …

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 …

Corn planting quality assessment in very high-resolution RGB UAV imagery using Yolov5 and Python

L Casuccio, A Kotze - AGILE: GIScience Series, 2022 - agile-giss.copernicus.org
Uniform plant spacing along crop rows is a primary concern in maximising yield in precision
agriculture, and research has shown that variation in this spacing uniformity has a …

Image analysis based on heterogeneous architectures for precision agriculture: a systematic literature review

MR Pusdá-Chulde, FA Salazar-Fierro… - … on Computer Science …, 2019 - Springer
Precision agriculture (AP) is a management strategy that uses ICT (Information and
Communication Technologies) to obtain information from different sources in order to …

A new automatic real-time crop row recognition based on SoC-FPGA

S Li, Z Zhang, F Du, Y He - IEEE Access, 2020 - ieeexplore.ieee.org
With the development of artificial intelligence technology, agricultural robot plays a
significantly important role for agricultural intelligence. Crop row line detection is a critical …