Optimization strategies of fruit detection to overcome the challenge of unstructured background in field orchard environment: A review

Y Tang, J Qiu, Y Zhang, D Wu, Y Cao, K Zhao… - Precision Agriculture, 2023 - Springer
The demand for intelligent agriculture is increasing due to the continuous impact of world
food and environmental crises. Focusing on fruit detection, with the rapid development of …

Lidar sheds new light on plant phenomics for plant breeding and management: Recent advances and future prospects

S Jin, X Sun, F Wu, Y Su, Y Li, S Song, K Xu… - ISPRS Journal of …, 2021 - Elsevier
Plant phenomics is a new avenue for linking plant genomics and environmental studies,
thereby improving plant breeding and management. Remote sensing techniques have …

High-throughput phenotyping of plant height: comparing unmanned aerial vehicles and ground LiDAR estimates

S Madec, F Baret, B De Solan, S Thomas… - Frontiers in plant …, 2017 - frontiersin.org
The capacity of LiDAR and Unmanned Aerial Vehicles (UAVs) to provide plant height
estimates as a high-throughput plant phenotyping trait was explored. An experiment over …

Proximal remote sensing buggies and potential applications for field-based phenotyping

D Deery, J Jimenez-Berni, H Jones, X Sirault… - Agronomy, 2014 - mdpi.com
The achievements made in genomic technology in recent decades are yet to be matched by
fast and accurate crop phenotyping methods. Such crop phenotyping methods are required …

Precision chemical weed management strategies: A review and a design of a new CNN-based modular spot sprayer

A Allmendinger, M Spaeth, M Saile, GG Peteinatos… - Agronomy, 2022 - mdpi.com
Site-specific weed control offers a great potential for herbicide savings in agricultural crops
without causing yield losses and additional weed management costs in the following years …

Visualizing and quantifying vineyard canopy LAI using an unmanned aerial vehicle (UAV) collected high density structure from motion point cloud

AJ Mathews, JLR Jensen - Remote sensing, 2013 - mdpi.com
This study explores the use of structure from motion (SfM), a computer vision technique, to
model vine canopy structure at a study vineyard in the Texas Hill Country. Using an …

A review of methods and applications of the geometric characterization of tree crops in agricultural activities

JR Rosell, R Sanz - Computers and electronics in agriculture, 2012 - Elsevier
This paper presents the foundations and applications in agriculture of the main systems
used for the geometrical characterization of tree plantations, including systems based on …

LiDAR: An important tool for next-generation phenotyping technology of high potential for plant phenomics?

Y Lin - Computers and electronics in Agriculture, 2015 - Elsevier
Plant phenomics, the link between plant genomics and environment, recently is explosively
highlighted. As its basis, a large variety of phenotyping approaches have been developed …

Crop height estimation based on UAV images: Methods, errors, and strategies

T Xie, J Li, C Yang, Z Jiang, Y Chen, L Guo… - … and Electronics in …, 2021 - Elsevier
Unmanned aerial vehicles (UAVs) have emerged as a promising platform for determining
the dynamic phenotypic traits of crops in the field in a rapid and cost-effective manner. Crop …

High-precision laser scanning system for capturing 3D plant architecture and analysing growth of cereal plants

S Paulus, H Schumann, H Kuhlmann, J Léon - Biosystems Engineering, 2014 - Elsevier
Highlights•High-resolution laser scans for finest imaging of barley organ structures.•Several
plant morphological parameters extracted simultaneously.•Non-destructive quantification of …