Design of Vision Servo Sorting Robot System Based on SVM

Author:

Liu Yixin,Zhong Shihao,Tian Ziqi,He Kexin

Abstract

Abstract Aiming at the problems of the traditional industrial waste disposal, such as heavy workload, low efficiency and poor safety, a single visual servo sorting robot based on SVM is designed. These include intelligent identification and classification systems, and wireless communication systems. The robot adopts a rectangular coordinate robot structure. After collecting picture information, the robot interacts with the upper computer. The SVM algorithm is used to identify and classify the waste material to realize autonomous sorting and transportation of waste material. When the system is applied in practice, it can effectively reduce labor input, improve recovery efficiency, and reduce production costs.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference6 articles.

1. Design of visual servo sorting robot for dishes based on SVM classification recognition [J];Zheng;Journal of mechanical and electrical engineering technology,2019

2. Design of fire-fighting robot control system based on single chip microcomputer [J];Yu;Light industry science and technology,2019

3. Webcam-based Mobile Robot Path Planning using Voroni Diagrams and Image processing;Shahed

4. Medical waste classification system based on machine vision and deep learning [J];Chen;Computer programming skills and maintenance,2019

5. Vision detection system of subsurface robot based on multi-vision [J];Qin;Modern machinery,2019

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3