Design and verification of a litchi combing and cutting end-effector based on visual-tactile fusion

IF 7.7 1区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY
Zhaoshen Yao , Juntao Xiong , Jiayuan Yang , Xiao Wang , Zexing Li , Yuhua Huang , Yanan Li
{"title":"Design and verification of a litchi combing and cutting end-effector based on visual-tactile fusion","authors":"Zhaoshen Yao ,&nbsp;Juntao Xiong ,&nbsp;Jiayuan Yang ,&nbsp;Xiao Wang ,&nbsp;Zexing Li ,&nbsp;Yuhua Huang ,&nbsp;Yanan Li","doi":"10.1016/j.compag.2025.110077","DOIUrl":null,"url":null,"abstract":"<div><div>According to the characteristics of litchi tree branching and litchi fruit growing in clusters, this paper designs a litchi combing and cutting end-effector based on visual-tactile fusion with reference to human hair-cutting behavior. The litchi information in the image is perceived visually using the zero-sample prediction large model and the Hough circle detection principle, the tactile timing of the litchi fruit stem is captured by the tactile sensors between the clamping fingers, and the fruit stem clamping status is monitored through the tactile timing update mechanism, and finally the fusion at the decision-making level is realized by integrating visual and tactile in information, realizing the perception of the litchi fruit stem for the litchi picking robot. The picking trial results show that the static tactile fruit stem perception rate is only 16.7%, while the use of visual-tactile fusion increases the rate to 86.7%. The average of a single picking achieves 1.08 bunches. The end actuator and clamping and cutting picking method in this paper provide technical basis for efficient and low-loss litchi picking.</div></div>","PeriodicalId":50627,"journal":{"name":"Computers and Electronics in Agriculture","volume":"232 ","pages":"Article 110077"},"PeriodicalIF":7.7000,"publicationDate":"2025-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers and Electronics in Agriculture","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0168169925001838","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

According to the characteristics of litchi tree branching and litchi fruit growing in clusters, this paper designs a litchi combing and cutting end-effector based on visual-tactile fusion with reference to human hair-cutting behavior. The litchi information in the image is perceived visually using the zero-sample prediction large model and the Hough circle detection principle, the tactile timing of the litchi fruit stem is captured by the tactile sensors between the clamping fingers, and the fruit stem clamping status is monitored through the tactile timing update mechanism, and finally the fusion at the decision-making level is realized by integrating visual and tactile in information, realizing the perception of the litchi fruit stem for the litchi picking robot. The picking trial results show that the static tactile fruit stem perception rate is only 16.7%, while the use of visual-tactile fusion increases the rate to 86.7%. The average of a single picking achieves 1.08 bunches. The end actuator and clamping and cutting picking method in this paper provide technical basis for efficient and low-loss litchi picking.
求助全文
约1分钟内获得全文 求助全文
来源期刊
Computers and Electronics in Agriculture
Computers and Electronics in Agriculture 工程技术-计算机:跨学科应用
CiteScore
15.30
自引率
14.50%
发文量
800
审稿时长
62 days
期刊介绍: Computers and Electronics in Agriculture provides international coverage of advancements in computer hardware, software, electronic instrumentation, and control systems applied to agricultural challenges. Encompassing agronomy, horticulture, forestry, aquaculture, and animal farming, the journal publishes original papers, reviews, and applications notes. It explores the use of computers and electronics in plant or animal agricultural production, covering topics like agricultural soils, water, pests, controlled environments, and waste. The scope extends to on-farm post-harvest operations and relevant technologies, including artificial intelligence, sensors, machine vision, robotics, networking, and simulation modeling. Its companion journal, Smart Agricultural Technology, continues the focus on smart applications in production agriculture.
×
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:481959085
Book学术官方微信