Towards autonomous selective harvesting: A review of robot perception, robot design, motion planning and control

V Rajendran, B Debnath, S Mghames… - Journal of Field …, 2024 - Wiley Online Library
This paper provides an overview of the current state‐of‐the‐art in selective harvesting robots
(SHRs) and their potential for addressing the challenges of global food production. SHRs …

Technology progress in mechanical harvest of fresh market strawberries

J Guo, Z Yang, M Karkee, Q Jiang, X Feng… - … and Electronics in …, 2024 - Elsevier
This article reviews the research and development progress of mechanical harvesting
technologies for fresh market strawberries in the past few decades, focusing on the main …

Modular autonomous strawberry picking robotic system

S Parsa, B Debnath, MA Khan, AG E - Journal of Field Robotics, 2024 - Wiley Online Library
Challenges in strawberry picking made selective harvesting robotic technology very
demanding. However, the selective harvesting of strawberries is a complicated robotic task …

Positioning of mango picking point using an improved YOLOv8 architecture with object detection and instance segmentation

H Li, J Huang, Z Gu, D He, J Huang, C Wang - Biosystems Engineering, 2024 - Elsevier
Positioning of mango picking points is a crucial technology for the realisation of automated
robotic mango harvesting. Herein, this study reported a visualised end-to-end system for …

Optimising robotic operation speed with edge computing via 5G network: Insights from selective harvesting robots

UA Zahidi, A Khan, T Zhivkov, J Dichtl… - Journal of Field …, 2024 - Wiley Online Library
Selective harvesting by autonomous robots will be a critical enabling technology for future
farming. Increases in inflation and shortages of skilled labor are driving factors that can help …

Improving Robotic Fruit Harvesting Within Cluttered Environments Through 3D Shape Completion

F Magistri, Y Pan, J Bartels, J Behley… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
The world population is increasing and will, by 2050, nearly double its demand for food,
feed, fuel, and fiber. Besides environmental challenges, labor shortage also poses crucial …

[HTML][HTML] An Overview of the Application of Machine Vision in Recognition and Localization of Fruit and Vegetable Harvesting Robots

G Hou, H Chen, M Jiang, R Niu - Agriculture, 2023 - mdpi.com
Intelligent agriculture imposes higher requirements on the recognition and localization of
fruit and vegetable picking robots. Due to its unique visual information and relatively low …

Recognition and Positioning of Strawberries Based on Improved YOLOv7 and RGB-D Sensing

Y Li, W Wang, X Guo, X Wang, Y Liu, D Wang - Agriculture, 2024 - mdpi.com
To improve the speed and accuracy of the methods used for the recognition and positioning
of strawberry plants, this paper is concerned with the detection of elevated-substrate …

dpmp-deep probabilistic motion planning: A use case in strawberry picking robot

A Tafuro, B Debnath, AM Zanchettin… - 2022 IEEE/RSJ …, 2022 - ieeexplore.ieee.org
This paper presents a novel probabilistic approach to deep robot learning from
demonstrations (LfD). Deep move-ment primitives (DMPs) are deterministic LfD model that …

Automated Technology for Strawberry Size Measurement and Weight Prediction Using AI

H Jeong, H Moon, Y Jeong, H Kwon, C Kim… - IEEE …, 2024 - ieeexplore.ieee.org
In this study, we propose an automated system for measuring the size of strawberries and
predicting their weight using AI technology. The system combines computer vision …