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ColourQuant: A High-Throughput Technique to Extract and Quantify Color Phenotypes from Plant Images

Authors :
Mao, Li
Margaret H, Frank
Zoë, Migicovsky
Source :
Methods in molecular biology (Clifton, N.J.). 2539
Publication Year :
2022

Abstract

Color patterning contributes to important plant traits that influence ecological interactions, horticultural breeding, and agricultural performance. High-throughput phenotyping of color is valuable for understanding plant biology and selecting for traits related to color during plant breeding. Here we present ColourQuant, an automated high-throughput pipeline that allows users to extract color phenotypes from images. This pipeline includes methods for color phenotyping using mean pixel values, a Gaussian density estimator of CIELAB color, and the analysis of shape-independent color patterning by circular deformation.

Details

ISSN :
19406029
Volume :
2539
Database :
OpenAIRE
Journal :
Methods in molecular biology (Clifton, N.J.)
Accession number :
edsair.pmid..........d5c8f3f7209efcd2a8a82d0ba66ba8d0