Article

The Ear Unwrapper: A Maize Ear Image Acquisition and Machine Learning Pipeline for Disease Severity Phenotyping

2023-03-27

Abstract excerpt

<h4>Background: </h4> To successfully breed any plant for disease resistance, an accurate method of phenotyping disease severity is crucial. Fusarium ear rot (FER) is a common disease of maize ( Zea mays ) caused by the pathogen Fusarium verticillioides (Sacc.) Nirenberg (synonym F. moniliforme Sheldon, teleomorph Gibberella moniliformis Wineland). Because of the quantitative nature of the disease, scoring disease...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 8f6bbba0-ee1c-5e4e-8133-313e363e7dbd
DOI: 10.21203/rs.3.rs-2728656/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

The Ear Unwrapper: A Maize Ear Image Acquisition and Machine Learning Pipeline for Disease Severity PhenotypingDOI 10.21203/rs.3.rs-2728656/v1Read

Accurate detection of full-surface ear rot in maize using hyperspectral imaging and deep learning.Semantic proximity Read

A cost-effective maize ear phenotyping platform enables rapid categorization and quantification of kernels.Semantic proximity Read

Imaging and Analysis for Quantifying Maize (Zea mays) Abiotic Stress Phenotypes.Semantic proximity Read

Imaging Maize LesionsSemantic proximity Read

Application of Computer Vision Tools to Maize Genomic Data for Trait Prediction and Gene DiscoverySemantic proximity Read

Aerial imagery and deep learning accurately estimate maize foliar disease severitySemantic proximity Read

High-Resolution Leaf Image Sequences with Geometric Alignment for Dynamic Phenotyping of Foliar Diseases.Semantic proximity Read

Resources for image-based high-throughput phenotyping in crops and data sharing challenges.Semantic proximity Read

High-throughput phenotyping analysis of maize at the seedling stage using end-to-end segmentation network.Semantic proximity Read

Automated Pipeline for Leaf Spot Severity Scoring in Peanuts Using Segmentation Neural NetworksSemantic proximity Read

Whitened kernel surface: A fast and reliable method for assessing Fusarium severity on cereal grains by digital picture analysisSemantic proximity Read

‘Macrobot’–an automated segmentation-based system for powdery mildew disease quantificationSemantic proximity Read