<b>Image analysis of coffee seeds submitted to the LERCAFE test

  • Bárbara Gomes Ribeiro Universidade Federal dos Vales do Jequitinhonha e Mucuri
  • Christovão Pereira Abrahão Universidade Federal dos Vales do Jequitinhonha e Mucuri
  • Marcela Carlota Nery Universidade Federal dos Vales do Jequitinhonha e Mucuri
  • Rodrigo Marques Nascimento Universidade Federal de Lavras
  • Juliana Costa Rezende Empresa de Pesquisa Agropecuária de Minas Gerais
  • Cíntia Maria Teixeira Fialho Univerisdade Federal dos Vales do Jequitinhonha e Mucuri

Resumo

The aim of this experiment was to quantify the stained areas of coffee seeds submitted to the LERCAFE test using image analysis. The seeds used were of the Catuaí Vermelho IAC 99 and Paradise cultivars. The physiological quality of the lots was assessed using germination tests, moisture content and a germination speed index. The LERCAFE test was conducted using seeds without parchment immersed in a solution of 3% sodium hypochlorite for 3 hours. Color photographs (RGB) with a resolution of 5 MPx were taken of each seed. The seeds were visually evaluated, and the functions generated from the analyses of the stained and non-stained regions were quantified by the Matlab R2009b program. Classification models were developed based on the Fisher Linear Discriminant Function and the evaluation of the adequacy of the models confusion matrix between the visual references and the classification generated by the linear functions. The image analysis for the creation of Fisher’s linear discriminant function in the development of classifiers for the coffee seeds submitted to the LERCAFE test is potentially efficient; however, it remains necessary to test other discriminant functions and quantification methodologies.

 

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Biografia do Autor

Bárbara Gomes Ribeiro, Universidade Federal dos Vales do Jequitinhonha e Mucuri
Biologia e manejo de plantas daninhas, departamento de produção vegetal.
Christovão Pereira Abrahão, Universidade Federal dos Vales do Jequitinhonha e Mucuri
Professor da UFVJM
Marcela Carlota Nery, Universidade Federal dos Vales do Jequitinhonha e Mucuri
Professora da UFVJM
Rodrigo Marques Nascimento, Universidade Federal de Lavras
Mestrando na Universidade Federal de Lavras
Juliana Costa Rezende, Empresa de Pesquisa Agropecuária de Minas Gerais
Pesquisadora na EPAMIG
Cíntia Maria Teixeira Fialho, Univerisdade Federal dos Vales do Jequitinhonha e Mucuri
Pós-doutoranda na UFVJM
Publicado
2016-06-24
Como Citar
Ribeiro, B. G., Abrahão, C. P., Nery, M. C., Nascimento, R. M., Rezende, J. C., & Fialho, C. M. T. (2016). <b&gt;Image analysis of coffee seeds submitted to the LERCAFE test. Acta Scientiarum. Agronomy, 38(3), 355-361. https://doi.org/10.4025/actasciagron.v38i3.28268
Seção
Produção Vegetal

 

2.0
2019CiteScore
 
 
60th percentile
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2.0
2019CiteScore
 
 
60th percentile
Powered by  Scopus