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[HTML][HTML] Convolutional neural networks for image-based high-throughput plant phenoty**: a review
Plant phenoty** has been recognized as a bottleneck for improving the efficiency of
breeding programs, understanding plant-environment interactions, and managing …
breeding programs, understanding plant-environment interactions, and managing …
High-throughput estimation of crop traits: A review of ground and aerial phenoty** platforms
Crop yields need to be improved in a sustainable manner to meet the expected worldwide
increase in population over the coming decades as well as the effects of anticipated climate …
increase in population over the coming decades as well as the effects of anticipated climate …
[HTML][HTML] Breeder friendly phenoty**
The word phenoty** can nowadays invoke visions of a drone or phenocart moving swiftly
across research plots collecting high-resolution data sets on a wide array of traits. This has …
across research plots collecting high-resolution data sets on a wide array of traits. This has …
[HTML][HTML] Global wheat head detection (GWHD) dataset: A large and diverse dataset of high-resolution RGB-labelled images to develop and benchmark wheat head …
The detection of wheat heads in plant images is an important task for estimating pertinent
wheat traits including head population density and head characteristics such as health, size …
wheat traits including head population density and head characteristics such as health, size …
Training instance segmentation neural network with synthetic datasets for crop seed phenoty**
In order to train the neural network for plant phenoty**, a sufficient amount of training data
must be prepared, which requires time-consuming manual data annotation process that …
must be prepared, which requires time-consuming manual data annotation process that …
Rice plant counting, locating, and sizing method based on high-throughput UAV RGB images
X Bai, P Liu, Z Cao, H Lu, H ** traits
M Shu, S Fei, B Zhang, X Yang, Y Guo, B Li… - Plant Phenomics, 2022 - spj.science.org
High-throughput estimation of phenotypic traits from UAV (unmanned aerial vehicle) images
is helpful to improve the screening efficiency of breeding maize. Accurately estimating …
is helpful to improve the screening efficiency of breeding maize. Accurately estimating …
[HTML][HTML] Estimates of maize plant density from UAV RGB images using faster-RCNN detection model: Impact of the spatial resolution
Early-stage plant density is an essential trait that determines the fate of a genotype under
given environmental conditions and management practices. The use of RGB images taken …
given environmental conditions and management practices. The use of RGB images taken …