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Plant phenomics: an overview of image acquisition technologies and image data analysis algorithms.


ABSTRACT: The study of phenomes or phenomics has been a central part of biology. The field of automatic phenotype acquisition technologies based on images has seen an important advance in the last years. As with other high-throughput technologies, it addresses a common set of problems, including data acquisition and analysis. In this review, we give an overview of the main systems developed to acquire images. We give an in-depth analysis of image processing with its major issues and the algorithms that are being used or emerging as useful to obtain data out of images in an automatic fashion.

SUBMITTER: Perez-Sanz F 

PROVIDER: S-EPMC5737281 | biostudies-literature | 2017 Nov

REPOSITORIES: biostudies-literature

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Plant phenomics: an overview of image acquisition technologies and image data analysis algorithms.

Perez-Sanz Fernando F   Navarro Pedro J PJ   Egea-Cortines Marcos M  

GigaScience 20171101 11


The study of phenomes or phenomics has been a central part of biology. The field of automatic phenotype acquisition technologies based on images has seen an important advance in the last years. As with other high-throughput technologies, it addresses a common set of problems, including data acquisition and analysis. In this review, we give an overview of the main systems developed to acquire images. We give an in-depth analysis of image processing with its major issues and the algorithms that ar  ...[more]

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