Multiscale recognition of legume varieties based on leaf venation images

作者:

Highlights:

• We develop an automatic low cost procedure to classify legume varieties.

• The method is based on multiscale feature analysis of leaf venation images.

• We use modern automatic classifiers and feature selection techniques.

• We improve previous results in the recent literature.

• The proposed method outperforms human expert classification.

摘要

•We develop an automatic low cost procedure to classify legume varieties.•The method is based on multiscale feature analysis of leaf venation images.•We use modern automatic classifiers and feature selection techniques.•We improve previous results in the recent literature.•The proposed method outperforms human expert classification.

论文关键词:Image classification,Image analysis,Cultivars recognition,Multiscale vein images

论文评审过程:Available online 10 February 2014.

论文官网地址:https://doi.org/10.1016/j.eswa.2014.01.029