Towards autonomous selective harvesting: A review of robot perception, robot design, motion planning and control
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 …
(SHRs) and their potential for addressing the challenges of global food production. SHRs …
Technology progress in mechanical harvest of fresh market strawberries
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 …
technologies for fresh market strawberries in the past few decades, focusing on the main …
Modular autonomous strawberry picking robotic system
Challenges in strawberry picking made selective harvesting robotic technology very
demanding. However, the selective harvesting of strawberries is a complicated robotic task …
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 …
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
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 …
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
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 …
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 …
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 …
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
This paper presents a novel probabilistic approach to deep robot learning from
demonstrations (LfD). Deep move-ment primitives (DMPs) are deterministic LfD model that …
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 …
predicting their weight using AI technology. The system combines computer vision …