Low-cost system for multispectral image acquisition and its applicability to analysis of the physiological potential of soybean seeds

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dc.creatorJúlia Martins Soares
dc.creatorAndré Dantas de Medeiros
dc.creatorDaniel Teixeira Pinheiro
dc.creatorJorge Tadeu Fim Rosas
dc.creatorLaércio Junio da Silva
dc.creatorDaniel Lucas Magalhães Machado
dc.creatorDenise Cunha Fernandes dos Santos Dias
dc.date2023
dc.date.accessioned2026-07-07T03:53:59Z
dc.descriptionThe use of multispectral images has great potential to assess seed quality and represents a significant technological advance in the search for fast and non-destructive analysis techniques. However, the devices currently available are expensive. Thus, this study aimed to propose a low-cost method for acquisition and processing of multispectral images of soybean seeds and to evaluate their potential for rapid determination of seed physiological potential. The study was conducted in three steps: implementation of the multispectral image acquisition system, development of an algorithm for automatic image processing, and evaluation of the relationship between the data obtained through image analysis and the results of standard tests used to evaluate seed physiological potential. A total of 43 variables were assessed, eight related to seed physiological potential (germination and vigor) and 35 obtained from the analysis of the multispectral images. Of the variables obtained from multispectral images, 21 were related to pixel values in the images in the different bands evaluated (green, red, and infrared) and 14 associated with seed morphometric characteristics. The proposed system is efficient in obtaining multispectral images and the algorithm developed was efficient to extract morphometric characteristics and pixel information from the images. The parameters obtained from the NIR spectrum region showed a good relationship with the physiological potential of soybean seeds.
dc.formatapplication/pdf
dc.identifier1679-9275
dc.identifierhttps://www.redalyc.org/articulo.oa?id=303075473022
dc.identifierhttps://www.redalyc.org/journal/3030/303075473022/
dc.identifierhttps://www.redalyc.org/journal/3030/303075473022/html/
dc.identifierhttps://www.redalyc.org/journal/3030/303075473022/303075473022.epub
dc.identifierhttps://www.redalyc.org/journal/3030/303075473022/movil
dc.identifier10.4025/actasciagron.v45i1.57060
dc.identifier.urihttp://hdl.handle.net/123456789/446655
dc.languageen
dc.publisherUniversidade Estadual de Maringá
dc.relationhttp://www.redalyc.org/revista.oa?id=3030
dc.rightsActa Scientiarum. Agronomy
dc.sourceActa Scientiarum. Agronomy (Brasil) Vol.45
dc.subjectAgrociencias
dc.titleLow-cost system for multispectral image acquisition and its applicability to analysis of the physiological potential of soybean seeds
dc.typeartículo científico

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Acta Scientiarum. Agronomy - Universidade Estadual de Maringá