| 李 山，邓继忠，何明昊，任高生.一种基于DSP 的桂圆破损检测方法[J].广东农业科学,2016,43(9):146-151 |
|
查看全文
HTML
一种基于DSP 的桂圆破损检测方法 |
| A longan damage detection method based on DSP |
| |
| DOI：10.16968/j.issn.1004-894X.2016.09.022 |
| 中文关键词: 机器视觉 DSP 桂圆 破损检测 分选机 |
| 英文关键词: machine vision DSP longan damage detection sorting machine |
| 基金项目:广东省科技计划项目（2013B020313003）；国家星火计划项目（2011GA780026） |
|
| 摘要点击次数: 2035 |
| 全文下载次数: 757 |
| 中文摘要: |
| 针对基于DSP 的小型农产品机器视觉分选机，设计了一种基于图像识别的桂圆破损检测方
法。该方法首先提取桂圆的彩色分量R 和G，通过R-G 特征值分割提取桂圆外壳区域，并求出桂圆观测面
积；然后通过外壳边缘求出其近似最小外接圆的面积；最后根据观测面积和最小外接圆面积的比值来判断
桂圆的破损情况。采用桂圆外壳破损和完好的共792 个样本进行分选测试，结果表明，分选的准确率达到
86.24%。该检测方法简单快速，有一定的准确性，适用于大多数小型球状果实的分选。 |
| 英文摘要: |
| A damage longan rapid detection method based on image recognition was designed for small
agricultural products vision sorting machine based on DSP. The method first extracted the color components R and
G of longan image，according to the characteristics of R-G value segmentation longan shell region，and found the
longan observation area；secondly，with the help of shell edge，calculated the approximate area of the minimum
circumscribed circle. Finally，according to the ratio of observation area and minimum circumscribed circle area to
determine the longan's damage. A total of 792 longan samples contained broken and intact shell were tested，the
results showed that，the sorting accuracy rate reached 86.24%. The detection method is simple，fast and has certain
accuracy，and it is also suitable for the separation of most small spherical fruits. |
|
查看/发表评论 下载PDF阅读器 |
