A Perception System for an Autonomous Pesticide Boom Sprayer

Q2 Arts and Humanities Platonic Investigations Pub Date : 2019-10-01 DOI:10.1109/LARS-SBR-WRE48964.2019.00023
Gustavo Henrique do Nascimento, Felipe Weber, Gabrielle Almeida, F. Terra, Paulo L. J. Drews-Jr
{"title":"A Perception System for an Autonomous Pesticide Boom Sprayer","authors":"Gustavo Henrique do Nascimento, Felipe Weber, Gabrielle Almeida, F. Terra, Paulo L. J. Drews-Jr","doi":"10.1109/LARS-SBR-WRE48964.2019.00023","DOIUrl":null,"url":null,"abstract":"Over the past few years, agriculture has undergone profound changes due to technological advances. The application of agrochemicals revolutionized agriculture by reducing manpower, increasing the productivity and providing a greater control of spontaneous plants. However, the application of pesticides using boom sprayers remain the same even though the advances in autonomous tractors. As crops are usually planted in rows, this paper optimizes and automates the application of pesticides through an autonomous system based on local information using computer vision. The system is implemented on smartphones and is capable of detecting rows in plantations, activating the related sprayer nozzles. Additionally, the system is easy to install in many types of tractor-mounted boom sprayers. Experimental results using computer vision are obtained in an onion family farming where the system detects planting lines and controls the nozzles.","PeriodicalId":36690,"journal":{"name":"Platonic Investigations","volume":"75 1","pages":"86-91"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Platonic Investigations","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/LARS-SBR-WRE48964.2019.00023","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Arts and Humanities","Score":null,"Total":0}
引用次数: 6

Abstract

Over the past few years, agriculture has undergone profound changes due to technological advances. The application of agrochemicals revolutionized agriculture by reducing manpower, increasing the productivity and providing a greater control of spontaneous plants. However, the application of pesticides using boom sprayers remain the same even though the advances in autonomous tractors. As crops are usually planted in rows, this paper optimizes and automates the application of pesticides through an autonomous system based on local information using computer vision. The system is implemented on smartphones and is capable of detecting rows in plantations, activating the related sprayer nozzles. Additionally, the system is easy to install in many types of tractor-mounted boom sprayers. Experimental results using computer vision are obtained in an onion family farming where the system detects planting lines and controls the nozzles.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
自主喷药臂感知系统研究
在过去的几年里,由于技术的进步,农业发生了深刻的变化。农用化学品的应用通过减少人力、提高生产力和更好地控制自发植物而使农业发生了革命性的变化。然而,尽管自动驾驶拖拉机取得了进步,但使用臂架喷雾器的农药仍然没有改变。由于作物通常是成行种植,本文利用计算机视觉,通过基于局部信息的自主系统,优化和自动化农药的施用。该系统在智能手机上实现,能够检测种植园中的行,激活相关的喷雾器喷嘴。此外,该系统易于安装在许多类型的拖拉机安装臂式喷雾器。在一个洋葱家庭农场中,利用计算机视觉检测种植线并控制喷嘴,取得了实验结果。
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 去求助
来源期刊
Platonic Investigations
Platonic Investigations Arts and Humanities-Philosophy
CiteScore
0.30
自引率
0.00%
发文量
0
期刊最新文献
Comparative Study of Lycopene Encapsulation Efficiency in Polycapprolactone Vs Poly Lactic Co-glycolic Acid A 2D Stick Model for Simulation of Sow walking Economic Analysis of Battery (NMC) Cathode Material Production in Flame Spray Process with Sustainable Solvents Slow Fashion: Ethics and Sustainability in the Fashion Batik Industry Decisions to Stay or Leave an Abusive Relationship: A Case Study Research of Dating Violence in Salatiga, Indonesia
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1