Discriminating rapeseed varieties using computer vision and machine learning

作者：

Highlights：

• We developed an expert system for detection of rapeseed variety using computer vision and machine learning.

• Scanner images can be used to discriminate rapeseed variety.

• Developed algorithm determines successfully variety of rapeseed with an accuracy rate of 99.24%.

摘要

•We developed an expert system for detection of rapeseed variety using computer vision and machine learning.•Scanner images can be used to discriminate rapeseed variety.•Developed algorithm determines successfully variety of rapeseed with an accuracy rate of 99.24%.

论文关键词：Rapeseed,Variety discrimination,Computer vision,Machine learning

论文评审过程：Available online 13 October 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.10.003