Literature review of image features and classifiers used in leaf based plant recognition through image analysis approach

A. Sabu, K. Sreekumar
{"title":"Literature review of image features and classifiers used in leaf based plant recognition through image analysis approach","authors":"A. Sabu, K. Sreekumar","doi":"10.1109/ICICCT.2017.7975176","DOIUrl":null,"url":null,"abstract":"Plants play an important role in Earth's ecology by providing sustenance, shelter and maintaining a healthy atmosphere. Some of these plants have important medicinal properties. Automatic recognition of plant leaf is a challenging problem in the area of computer vision. An efficient Ayurvedic plant leaf recognition system will beneficial to many sectors of society which include medicinal field botanic research etc. With the help of image processing and pattern recognition, we can easily recognize the leaf images. This paper gives a survey on different leaf recognition methods and classifications. Plant leaf classification is a technique where leaf is classified based on its different features.","PeriodicalId":185697,"journal":{"name":"2017 International Conference on Inventive Communication and Computational Technologies (ICICCT)","volume":"162 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"30","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 International Conference on Inventive Communication and Computational Technologies (ICICCT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICICCT.2017.7975176","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 30

Abstract

Plants play an important role in Earth's ecology by providing sustenance, shelter and maintaining a healthy atmosphere. Some of these plants have important medicinal properties. Automatic recognition of plant leaf is a challenging problem in the area of computer vision. An efficient Ayurvedic plant leaf recognition system will beneficial to many sectors of society which include medicinal field botanic research etc. With the help of image processing and pattern recognition, we can easily recognize the leaf images. This paper gives a survey on different leaf recognition methods and classifications. Plant leaf classification is a technique where leaf is classified based on its different features.
基于图像分析方法的植物叶片识别中图像特征和分类器的文献综述
植物在地球生态中发挥着重要作用,提供食物、庇护和维持健康的大气。其中一些植物具有重要的药用价值。植物叶片的自动识别是计算机视觉领域的一个具有挑战性的问题。一个有效的阿育吠陀植物叶片识别系统将有利于社会的许多部门,包括医学领域、植物研究等。借助图像处理和模式识别,可以很容易地识别出树叶图像。本文综述了不同的叶片识别方法和分类方法。植物叶片分类是根据叶片的不同特征进行分类的一种技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书