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Challenges and opportunities in machine-augmented plant stress phenoty**
Plant stress phenoty** is essential to select stress-resistant varieties and develop better
stress-management strategies. Standardization of visual assessments and deployment of …
stress-management strategies. Standardization of visual assessments and deployment of …
High-throughput proximal ground crop phenoty** systems–A comprehensive review
Current crop phenoty** mainly relies on manual measurements and visual inspection for
data collection and crop assessment, which is labor-intensive, subjective, and inefficient …
data collection and crop assessment, which is labor-intensive, subjective, and inefficient …
Wheat height estimation using LiDAR in comparison to ultrasonic sensor and UAS
W Yuan, J Li, M Bhatta, Y Shi, PS Baenziger, S Ninomiya - Breeding Science, 2022 - jstage.jst.go.jp
In contrast to the rapid advances made in plant genoty**, plant phenoty** is considered
a bottleneck in plant science. This has promoted high-throughput plant phenoty** (HTP) …
a bottleneck in plant science. This has promoted high-throughput plant phenoty** (HTP) …
Implementation of an algorithm for automated phenoty** through plant 3D-modeling: A practical application on the early detection of water stress
High-throughput plant phenoty** requires integrated image-based tools for automated
and simultaneous quantification of multiple morphological and physiological traits, which are …
and simultaneous quantification of multiple morphological and physiological traits, which are …
[HTML][HTML] Rapid mosaicking of unmanned aerial vehicle (UAV) images for crop growth monitoring using the SIFT algorithm
To improve the efficiency and effectiveness of mosaicking unmanned aerial vehicle (UAV)
images, we propose in this paper a rapid mosaicking method based on scale-invariant …
images, we propose in this paper a rapid mosaicking method based on scale-invariant …
[HTML][HTML] Field estimation of maize plant height at jointing stage using an RGB-D camera
R Qiu, M Zhang, Y He - The Crop Journal, 2022 - Elsevier
Plant height can be used for assessing plant vigor and predicting biomass and yield. Manual
measurement of plant height is time-consuming and labor-intensive. We describe a method …
measurement of plant height is time-consuming and labor-intensive. We describe a method …
High-precision plant height measurement by drone with RTK-GNSS and single camera for real-time processing
Y Matsuura, Z Heming, K Nakao, C Qiong… - Scientific Reports, 2023 - nature.com
Conventional crop height measurements performed using aerial drone images require 3D
reconstruction results of several aerial images obtained through structure from motion …
reconstruction results of several aerial images obtained through structure from motion …
Imaging wheat canopy through stereo vision: Overcoming the challenges of the laboratory to field transition for morphological features extraction
S Dandrifosse, A Bouvry, V Leemans… - Frontiers in plant …, 2020 - frontiersin.org
Stereo vision is a 3D imaging method that allows quick measurement of plant architecture.
Historically, the method has mainly been developed in controlled conditions. This study …
Historically, the method has mainly been developed in controlled conditions. This study …
[HTML][HTML] Impact of camera viewing angle for estimating leaf parameters of wheat plants from 3D point clouds
Estimation of plant canopy using low-altitude imagery can help monitor the normal growth
status of crops and is highly beneficial for various digital farming applications such as …
status of crops and is highly beneficial for various digital farming applications such as …