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基于机器视觉的谷糙分界线检测方法

刘浩 范吉军 余南辉 刘晓鹏 周劲 牟怿

食品与机械2024,Vol.40Issue(1):108-114,7.
食品与机械2024,Vol.40Issue(1):108-114,7.DOI:10.13652/j.spjx.1003.5788.2023.80437

基于机器视觉的谷糙分界线检测方法

Paddy-brown rice boundary detection method based on machine vision

刘浩 1范吉军 1余南辉 2刘晓鹏 2周劲 1牟怿1

作者信息

  • 1. 武汉轻工大学电气与电子工程学院,湖北 武汉 430023
  • 2. 武汉轻工大学机械工程学院,湖北 武汉 430023
  • 折叠

摘要

Abstract

Objective:To detect and locate the boundary line between paddy and brown rice in separation equipment.Methods:A method based on straight-line edge detection was proposed by performing model matching with different color features.Converted the resulting images to grayscale and applied the linear edge detection algorithm to locate the target position.Results:Our approach reduced the error to within 5%and significantly improved recognition accuracy compared to traditional methods.Conclusion:Proposed method has a small recognition error,making it suitable for identifying the boundary between paddy and brown rice.

关键词

分界线/谷糙分离/边缘检测/机器视觉

Key words

boundary/paddy separation/edge detection/machine vision

引用本文复制引用

刘浩,范吉军,余南辉,刘晓鹏,周劲,牟怿..基于机器视觉的谷糙分界线检测方法[J].食品与机械,2024,40(1):108-114,7.

基金项目

湖北省重点研发计划(编号:2023BBB018) (编号:2023BBB018)

湖北省重点研发计划(编号:2022BBA0047) (编号:2022BBA0047)

湖北省技术创新专项(编号:2022BEC054) (编号:2022BEC054)

食品与机械

OA北大核心CSTPCD

1003-5788

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