[HTML][HTML] Application of AI techniques and robotics in agriculture: A review

M Wakchaure, BK Patle, AK Mahindrakar - Artificial Intelligence in the Life …, 2023 - Elsevier
The aim of the proposed work is to review the various AI techniques (fuzzy logic (FL),
artificial neural network (ANN), genetic algorithm (GA), particle swarm optimization (PSO) …

[HTML][HTML] Advances in agriculture robotics: A state-of-the-art review and challenges ahead

LFP Oliveira, AP Moreira, MF Silva - Robotics, 2021 - mdpi.com
The constant advances in agricultural robotics aim to overcome the challenges imposed by
population growth, accelerated urbanization, high competitiveness of high-quality products …

Application of consumer RGB-D cameras for fruit detection and localization in field: A critical review

L Fu, F Gao, J Wu, R Li, M Karkee, Q Zhang - Computers and Electronics in …, 2020 - Elsevier
Fruit detection and localization are essential for future agronomic management of fruit crops
such as yield prediction, yield mapping and automated harvesting. However, to perform …

[HTML][HTML] Actuators and sensors for application in agricultural robots: A review

D Xie, L Chen, L Liu, L Chen, H Wang - Machines, 2022 - mdpi.com
In recent years, with the rapid development of science and technology, agricultural robots
have gradually begun to replace humans, to complete various agricultural operations …

A survey on smart farming data, applications and techniques

S De Alwis, Z Hou, Y Zhang, MH Na, B Ofoghi… - Computers in …, 2022 - Elsevier
Abstract The Internet of Things (IoT) and the relevant technologies have had a significant
impact on smart farming as a major sub-domain within the field of agriculture. Modern …

[HTML][HTML] Crop prediction model using machine learning algorithms

E Elbasi, C Zaki, AE Topcu, W Abdelbaki, AI Zreikat… - Applied Sciences, 2023 - mdpi.com
Machine learning applications are having a great impact on the global economy by
transforming the data processing method and decision making. Agriculture is one of the …

3D global mapping of large-scale unstructured orchard integrating eye-in-hand stereo vision and SLAM

M Chen, Y Tang, X Zou, Z Huang, H Zhou… - … and Electronics in …, 2021 - Elsevier
Abstract Large-scale, high-accuracy, and adaptive three-dimensional (3D) perception are
the basic technical requirements for constructing a practical and stable fruit-picking robot …

[HTML][HTML] A review of robots, perception, and tasks in precision agriculture

A Botta, P Cavallone, L Baglieri, G Colucci… - applied …, 2022 - mdpi.com
This review reports the recent state of the art in the field of mobile robots applied to precision
agriculture. After a brief introduction to precision agriculture, the review focuses on two main …

[PDF][PDF] 基于视觉的采摘机器人目标识别与定位方法研究综述

郑太雄, 江明哲, 冯明驰 - 仪器仪表学报, 2021 - emt.cnjournals.com
目标识别和定位的精度直接关系到采摘机器人采摘效率, 质量和速度. 本文对近年来采摘机器人
的目标识别和三维定位的研究工作进行了系统性的总结和分析, 综述了果蔬识别和定位的几种 …

Geometry-aware fruit grasping estimation for robotic harvesting in apple orchards

X Wang, H Kang, H Zhou, W Au, C Chen - Computers and Electronics in …, 2022 - Elsevier
Field robotic harvesting is a promising technique in recent development of agricultural
industry. It is vital for robots to recognise and localise fruits before the harvesting in natural …