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基于计算机图像技术的作物籽粒识别

梁秀梅 刘涛 孙成明 郭斗斗 卢岩 陈雯 孙洋洋

安徽农业科学2013,Vol.41Issue(13):6046-6047,6050,3.
安徽农业科学2013,Vol.41Issue(13):6046-6047,6050,3.

基于计算机图像技术的作物籽粒识别

The Recognition of Crop Grains Based on the Computer Image Technology

梁秀梅 1刘涛 1孙成明 1郭斗斗 1卢岩 1陈雯 1孙洋洋1

作者信息

  • 1. 扬州大学农学院江苏省作物遗传生理国家重点实验室培育点,江苏扬州225009
  • 折叠

摘要

Abstract

Image recognition technology is one of the important contents of computer vision technologies.In order to solve the shortage of the traditional crop seed counting methods,the rice grains were selected as experiment object in this research,and the high quality grain images were obtained through an external device.We designed the matching recognition software by using computer image processing technology,and improved the corresponding image segmentation algorithm.So the rice grain number could be identified quickly and accurately,and the accuracy could reach above 98%.The results established the theory and practice foundation for the further application of computer vision recognition technology in agriculture.

关键词

作物籽粒/图像处理/计数/分水岭算法/综合算法

Key words

Crop seed / Image processing/ Counting/ Watershed algorithm/ Integrated algorithm

分类

农业科技

引用本文复制引用

梁秀梅,刘涛,孙成明,郭斗斗,卢岩,陈雯,孙洋洋..基于计算机图像技术的作物籽粒识别[J].安徽农业科学,2013,41(13):6046-6047,6050,3.

基金项目

国家级大学生创新创业训练计划(201211117027) (201211117027)

江苏省大学生实践创新训练计划(2012JSSPITP1339). (2012JSSPITP1339)

安徽农业科学

0517-6611

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