Image feature extraction via local binary patterns for marbling score classification in beef cattle using tree-based algorithms

Diógenes Lodi Pinto,Alana Selli,Dan Tulpan,Lucas Tassoni Andrietta,Pollyana Leite Matioli Garbossa,Gordon Vander Voort,Jasper Munro,Mike McMorris,Anderson Antonio Carvalho Alves,Roberto Carvalheiro,Mirele Daiana Poleti,Júlio Cesar de Carvalho Balieiro,Ricardo Vieira Ventura

Livestock Science（2023）

引用 2|浏览26

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摘要

•Local binary pattern is great for feature extraction of intramuscular fat patterns.•The subjectivity of marbling scores affects their prediction by computer vision.•Accurate labeling process is fundamental when applying supervised machine learning.

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关键词

Image features,Machine learning,Marbling score,Ribeye area,Local binary pattern

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