An ImageJ based measurement setup for automated phenotyping of plants

The objective of plant phenotyping studies is to understand the relationship between a plant’s genotype and phenotype. In our study we focus on the leaf morphology of Arabidopsis seedlings. Our experimental setup consists of a table of 0.9 m × 3.8 m with a matrix of about 1500 small cubes of rockwool, each containing an Arabidopsis seedling with a di¿erent genotype. The table is equipped with an automated supply for water and nutrients. The entire setup is placed in a climate-chamber with carefully controlled lighting and atmospheric conditions. We will present a fully automated measurement system that monitors the development of each individual seedling by high resolution time-lapse photography. ImageJ is used to analyze the photographs. We will discuss the challenges concerning the image processing involved, including the automatic calibration of the image di- mensions by marker recognition, segmentation of the photograph into regions that contain the individual plants, and the measurement of the leaf shape and area.

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Bibliographic Details
Main Authors: Kokorian, J., Polder, G., Keurentjes, J.J.B., Vreugdenhil, D., Olortegui Guzman, M.C.
Format: Article in monograph or in proceedings biblioteca
Language:English
Published: Centre de Recherche Public Henri Tudor
Subjects:Life Science,
Online Access:https://research.wur.nl/en/publications/an-imagej-based-measurement-setup-for-automated-phenotyping-of-pl
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spelling dig-wur-nl-wurpubs-3985632024-09-23 Kokorian, J. Polder, G. Keurentjes, J.J.B. Vreugdenhil, D. Olortegui Guzman, M.C. Article in monograph or in proceedings Proceedings of the ImageJ User and Developer Conference, Luxembourg, Luxembourg, 27-29 October 2010 ISBN: 9782919941117 An ImageJ based measurement setup for automated phenotyping of plants 2010 The objective of plant phenotyping studies is to understand the relationship between a plant’s genotype and phenotype. In our study we focus on the leaf morphology of Arabidopsis seedlings. Our experimental setup consists of a table of 0.9 m × 3.8 m with a matrix of about 1500 small cubes of rockwool, each containing an Arabidopsis seedling with a di¿erent genotype. The table is equipped with an automated supply for water and nutrients. The entire setup is placed in a climate-chamber with carefully controlled lighting and atmospheric conditions. We will present a fully automated measurement system that monitors the development of each individual seedling by high resolution time-lapse photography. ImageJ is used to analyze the photographs. We will discuss the challenges concerning the image processing involved, including the automatic calibration of the image di- mensions by marker recognition, segmentation of the photograph into regions that contain the individual plants, and the measurement of the leaf shape and area. en Centre de Recherche Public Henri Tudor application/pdf https://research.wur.nl/en/publications/an-imagej-based-measurement-setup-for-automated-phenotyping-of-pl https://edepot.wur.nl/169770 Life Science Wageningen University & Research
institution WUR NL
collection DSpace
country Países bajos
countrycode NL
component Bibliográfico
access En linea
databasecode dig-wur-nl
tag biblioteca
region Europa del Oeste
libraryname WUR Library Netherlands
language English
topic Life Science
Life Science
spellingShingle Life Science
Life Science
Kokorian, J.
Polder, G.
Keurentjes, J.J.B.
Vreugdenhil, D.
Olortegui Guzman, M.C.
An ImageJ based measurement setup for automated phenotyping of plants
description The objective of plant phenotyping studies is to understand the relationship between a plant’s genotype and phenotype. In our study we focus on the leaf morphology of Arabidopsis seedlings. Our experimental setup consists of a table of 0.9 m × 3.8 m with a matrix of about 1500 small cubes of rockwool, each containing an Arabidopsis seedling with a di¿erent genotype. The table is equipped with an automated supply for water and nutrients. The entire setup is placed in a climate-chamber with carefully controlled lighting and atmospheric conditions. We will present a fully automated measurement system that monitors the development of each individual seedling by high resolution time-lapse photography. ImageJ is used to analyze the photographs. We will discuss the challenges concerning the image processing involved, including the automatic calibration of the image di- mensions by marker recognition, segmentation of the photograph into regions that contain the individual plants, and the measurement of the leaf shape and area.
format Article in monograph or in proceedings
topic_facet Life Science
author Kokorian, J.
Polder, G.
Keurentjes, J.J.B.
Vreugdenhil, D.
Olortegui Guzman, M.C.
author_facet Kokorian, J.
Polder, G.
Keurentjes, J.J.B.
Vreugdenhil, D.
Olortegui Guzman, M.C.
author_sort Kokorian, J.
title An ImageJ based measurement setup for automated phenotyping of plants
title_short An ImageJ based measurement setup for automated phenotyping of plants
title_full An ImageJ based measurement setup for automated phenotyping of plants
title_fullStr An ImageJ based measurement setup for automated phenotyping of plants
title_full_unstemmed An ImageJ based measurement setup for automated phenotyping of plants
title_sort imagej based measurement setup for automated phenotyping of plants
publisher Centre de Recherche Public Henri Tudor
url https://research.wur.nl/en/publications/an-imagej-based-measurement-setup-for-automated-phenotyping-of-pl
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