期刊论文

中文

中国粮油学报

1003-0174

2023

38

2

146-152

10.3969/j.issn.1003-0174.2023.02.022

2016CBF470:湖北省自然科学基金 2021351:湖北省教研项目

本校为第一机构

稻米是我国人民食用的主要粮食作物,因此稻米的品种识别与质量检测有着重要的意义。在以前,通常使用的是人工的方式用眼睛观察来识别不同品种的稻米,这种方法效率低下,而且容易受主观的影响导致识别出错,从而影响准确率。本文基于MA...展开更多 稻米是我国人民食用的主要粮食作物,因此稻米的品种识别与质量检测有着重要的意义。在以前,通常使用的是人工的方式用眼睛观察来识别不同品种的稻米,这种方法效率低下,而且容易受主观的影响导致识别出错,从而影响准确率。本文基于MATLAB平台设计一套稻米品种识别系统,首先使用图像处理将实际拍摄稻米图片进行目标检测和提取,再采用迁移学习的方式训练Go...

Rice is the main food crop for Chinese people, so it is of great significance to identify rice varieties and detect rice quality. In the past, artificial methods were usually used to identify different varieties of rice by eye observation, which was inefficient and pron...MORE Rice is the main food crop for Chinese people, so it is of great significance to identify rice varieties and detect rice quality. In the past, artificial methods were usually used to identify different varieties of rice by eye observation, which was inefficient and prone to subjective influence, resulting in recognition ...