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ColourQuant: A High-Throughput Technique to Extract and Quantify Color Phenotypes from Plant Images
- 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.
- Subjects :
- Plant Breeding
Phenotype
Agriculture
Plants
Subjects
Details
- ISSN :
- 19406029
- Volume :
- 2539
- Database :
- OpenAIRE
- Journal :
- Methods in molecular biology (Clifton, N.J.)
- Accession number :
- edsair.pmid..........d5c8f3f7209efcd2a8a82d0ba66ba8d0