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 …
prerequisite for the accomplishment of various tasks. However, precision navigation of …
Generative adversarial networks (GANs) for image augmentation in agriculture: A systematic review
In agricultural image analysis, optimal model performance is keenly pursued for better
fulfilling visual recognition tasks (eg, image classification, segmentation, object detection …
fulfilling visual recognition tasks (eg, image classification, segmentation, object detection …
Review of weed detection methods based on computer vision
Z Wu, Y Chen, B Zhao, X Kang, Y Ding - Sensors, 2021 - mdpi.com
Weeds are one of the most important factors affecting agricultural production. The waste and
pollution of farmland ecological environment caused by full-coverage chemical herbicide …
pollution of farmland ecological environment caused by full-coverage chemical herbicide …
A survey of public datasets for computer vision tasks in precision agriculture
Computer vision technologies have attracted significant interest in precision agriculture in
recent years. At the core of robotics and artificial intelligence, computer vision enables …
recent years. At the core of robotics and artificial intelligence, computer vision enables …
Off-road electric vehicles and autonomous robots in agricultural sector: trends, challenges, and opportunities
This paper describes the development trends and prospects of green-energy-based off-road
electric vehicles and robots in the agricultural sector. Today, the agriculture sector faces …
electric vehicles and robots in the agricultural sector. Today, the agriculture sector faces …
Recent advancements and challenges of AIoT application in smart agriculture: A review
As the most popular technologies of the 21st century, artificial intelligence (AI) and the
internet of things (IoT) are the most effective paradigms that have played a vital role in …
internet of things (IoT) are the most effective paradigms that have played a vital role in …
A review on evapotranspiration estimation in agricultural water management: Past, present, and future
Evapotranspiration (ET) is a major component of the water cycle and agricultural water
balance. Estimation of water consumption over agricultural areas is important for agricultural …
balance. Estimation of water consumption over agricultural areas is important for agricultural …
AgriSegNet: Deep aerial semantic segmentation framework for IoT-assisted precision agriculture
Aerial inspection of agricultural regions can provide crucial information to safeguard from
numerous obstacles to efficient farming. Farmland anomalies such as standing water, weed …
numerous obstacles to efficient farming. Farmland anomalies such as standing water, weed …
[HTML][HTML] Benchmark of deep learning and a proposed HSV colour space models for the detection and classification of greenhouse tomato
The harvesting operation is a recurring task in the production of any crop, thus making it an
excellent candidate for automation. In protected horticulture, one of the crops with high …
excellent candidate for automation. In protected horticulture, one of the crops with high …
Vision systems for harvesting robots: Produce detection and localization
LE Montoya-Cavero, RD de León Torres… - … and electronics in …, 2022 - Elsevier
In the last few years, the use of artificial intelligence and technological advances such as
deep learning, new 3D-capable sensors, and edge computing embedded systems have …
deep learning, new 3D-capable sensors, and edge computing embedded systems have …