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Development and evaluation of a robust soft robotic gripper for apple harvesting
Fruit harvesting is facing challenges due to the labour shortage, which has been more
severe since the rapid pandemic. Robotic harvesting has been attempted in autonomous …
severe since the rapid pandemic. Robotic harvesting has been attempted in autonomous …
Fresh Fruit Bunch Ripeness Classification Methods: A Review
The escalating demand for palm oil necessitates enhanced production strategies. As the
trend shifts towards automated harvesting to meet the demand, precise ripeness …
trend shifts towards automated harvesting to meet the demand, precise ripeness …
[HTML][HTML] Plant physiological analysis to overcome limitations to plant phenoty**
Plant physiological status is the interaction between the plant genome and the prevailing
growth conditions. Accurate characterization of plant physiology is, therefore, fundamental to …
growth conditions. Accurate characterization of plant physiology is, therefore, fundamental to …
Recognition and counting of apples in a dynamic state using a 3D camera and deep learning algorithms for robotic harvesting systems
Recognition and 3D positional estimation of apples during harvesting from a robotic platform
in a moving vehicle are still challenging. Fruit clusters, branches, foliage, low resolution, and …
in a moving vehicle are still challenging. Fruit clusters, branches, foliage, low resolution, and …
[HTML][HTML] Obscured tree branches segmentation and 3D reconstruction using deep learning and geometrical constraints
The shortage of agricultural labourers worldwide has left many groups unharvested and
wasted, which motivates researchers worldwide to research fruit harvesting robots …
wasted, which motivates researchers worldwide to research fruit harvesting robots …
Semantic segmentation of fruits on multi-sensor fused data in natural orchards
Semantic segmentation is a fundamental vision task for agricultural robots to understand the
surrounding environments in natural orchards. The recent development of the LiDAR …
surrounding environments in natural orchards. The recent development of the LiDAR …
Occlusion-aware fruit segmentation in complex natural environments under shape prior
J Liang, K Huang, H Lei, Z Zhong, Y Cai… - Computers and Electronics …, 2024 - Elsevier
Widespread occlusion in complex natural environments severely restricts the accurate
segmentation and localization of approximately spherical fruits by existing automatic picking …
segmentation and localization of approximately spherical fruits by existing automatic picking …
[HTML][HTML] Active laser-camera scanning for high-precision fruit localization in robotic harvesting: System design and calibration
Robust and effective fruit detection and localization is essential for robotic harvesting
systems. While extensive research efforts have been devoted to improving fruit detection …
systems. While extensive research efforts have been devoted to improving fruit detection …
A novel perception and semantic map** method for robot autonomy in orchards
Agricultural robots must navigate challenging dynamic and semi-structured environments.
Recently, environmental modelling using LiDAR-based SLAM has shown promise in …
Recently, environmental modelling using LiDAR-based SLAM has shown promise in …
[HTML][HTML] Real-time recognition and localization of apples for robotic picking based on structural light and deep learning
Q Zhang, WH Su - Smart Cities, 2023 - mdpi.com
The apple is a delicious fruit with high nutritional value that is widely grown around the
world. Apples are traditionally picked by hand, which is very inefficient. The development of …
world. Apples are traditionally picked by hand, which is very inefficient. The development of …