[HTML][HTML] Robotics in greenhouses. Scoping review

JA Sánchez-Molina, F Rodríguez, JC Moreno… - … and Electronics in …, 2024 - Elsevier
One of the main initiatives to increase the profit, production, and quality of greenhouse
horticulture, as well as its sustainability, is the use of robots. This paper focusses on the state …

A Comprehensive Review of the Research of the “Eye–Brain–Hand” Harvesting System in Smart Agriculture

W Ji, X Huang, S Wang, X He - Agronomy, 2023 - mdpi.com
Smart agricultural harvesting robots' vision recognition, control decision, and mechanical
hand modules all resemble the human eye, brain, and hand, respectively. To enable …

Intelligent detection of Multi-Class pitaya fruits in target picking row based on WGB-YOLO network

Y Nan, H Zhang, Y Zeng, J Zheng, Y Ge - Computers and Electronics in …, 2023 - Elsevier
In a densely planted orchard, factors such as light variation, branch occlusion, and fruit in
non-picking rows had a great impact on the pitaya detection accuracy. In this study, a new …

DualSeg: Fusing transformer and CNN structure for image segmentation in complex vineyard environment

J Wang, Z Zhang, L Luo, H Wei, W Wang… - … and Electronics in …, 2023 - Elsevier
Semantic segmentation is a kind of classification at the pixel level, which has a remarkable
effect in dealing with complex scenes. Most popular semantic segmentation models are …

Human-centered approach for an efficient cucumber harvesting robot system: Harvest ordering, visual servoing, and end-effector

Y Park, J Seol, J Pak, Y Jo, C Kim, HI Son - Computers and Electronics in …, 2023 - Elsevier
This paper presents a human-centered approach for an efficient cucumber-harvesting robot
system. Specifically, harvest ordering, visual servoing, and end-effector-based manipulation …

Lightweight apple detection in complex orchards using YOLOV5-PRE

L Sun, G Hu, C Chen, H Cai, C Li, S Zhang, J Chen - Horticulturae, 2022 - mdpi.com
The detection of apple yield in complex orchards plays an important role in smart agriculture.
Due to the large number of fruit trees in the orchard, improving the speed of apple detection …

Faster and accurate green pepper detection using NSGA-II-based pruned YOLOv5l in the field environment

Y Nan, H Zhang, Y Zeng, J Zheng, Y Ge - Computers and Electronics in …, 2023 - Elsevier
Rapid and accurate detection of green peppers are essential for their growth monitoring,
yield estimation, phenotypic monitoring, and robotic harvesting. In order to simplify the …

Design and testing of bionic-feature-based 3D-printed flexible end-effectors for picking horn peppers

L Deng, T Liu, P Jiang, A Qi, Y He, Y Li, M Yang… - Agronomy, 2023 - mdpi.com
To solve the problems of poor adaptability and large sizes of pepper harvesting machinery
in facility agriculture to enhance the efficiency and quality of pepper harvesting and …

[HTML][HTML] An improved lightweight network based on deep learning for grape recognition in unstructured environments

B Liu, Y Zhang, J Wang, L Luo, Q Lu, H Wei… - Information Processing in …, 2024 - Elsevier
In unstructured environments, dense grape fruit growth and the presence of occlusion cause
difficult recognition problems, which will seriously affect the performance of grape picking …

Review of research advances in fruit and vegetable harvesting robots

X Xiao, Y Wang, Y Jiang - Journal of Electrical Engineering & Technology, 2024 - Springer
The idea of applying machine technology for fruit and vegetable harvesting has been
around for 50 years. Various prototypes have been developed through the joint efforts of …