移动机器人导航单目360度视觉系统的实现

Eduardo Acevedo, Arturo Beltrán, Mauricio Castellanos, Luis Chaverra, Guillermo González, Manuel Sarmiento, Hiram Ponce
{"title":"移动机器人导航单目360度视觉系统的实现","authors":"Eduardo Acevedo, Arturo Beltrán, Mauricio Castellanos, Luis Chaverra, Guillermo González, Manuel Sarmiento, Hiram Ponce","doi":"10.1109/ICMEAE.2018.00011","DOIUrl":null,"url":null,"abstract":"One of the problems facing autonomous navigation is obstacle sensing and dynamic surroundings. Multi-sensor systems and omni directional vision systems have been implemented to increase the observability of robots. However, these approaches consider several drawbacks: the cost of processing multiple signals, synchronization of data collection, cost of materials and energy consumption, among others. Thus in this paper, we propose a new 360-degree vision system for mobile robot navigation using a static monocular camera. We demonstrate that using our system, it is possible to monitor the complete surroundings of the robot with a single sensor, i.e. the camera. Moreover, it can detect the position and orientation of an object from an egocentric point of view. We also present a low cost prototype of our proposal to validate it.","PeriodicalId":138897,"journal":{"name":"2018 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","volume":"97 6","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"An Implementation of a Monocular 360-Degree Vision System for Mobile Robot Navigation\",\"authors\":\"Eduardo Acevedo, Arturo Beltrán, Mauricio Castellanos, Luis Chaverra, Guillermo González, Manuel Sarmiento, Hiram Ponce\",\"doi\":\"10.1109/ICMEAE.2018.00011\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"One of the problems facing autonomous navigation is obstacle sensing and dynamic surroundings. Multi-sensor systems and omni directional vision systems have been implemented to increase the observability of robots. However, these approaches consider several drawbacks: the cost of processing multiple signals, synchronization of data collection, cost of materials and energy consumption, among others. Thus in this paper, we propose a new 360-degree vision system for mobile robot navigation using a static monocular camera. We demonstrate that using our system, it is possible to monitor the complete surroundings of the robot with a single sensor, i.e. the camera. Moreover, it can detect the position and orientation of an object from an egocentric point of view. We also present a low cost prototype of our proposal to validate it.\",\"PeriodicalId\":138897,\"journal\":{\"name\":\"2018 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)\",\"volume\":\"97 6\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMEAE.2018.00011\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMEAE.2018.00011","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

障碍物感知和动态环境是自主导航面临的问题之一。为了提高机器人的可观测性,采用了多传感器系统和全方位视觉系统。然而,这些方法考虑到几个缺点:处理多个信号的成本、数据收集的同步、材料和能源消耗的成本等等。因此,在本文中,我们提出了一种新的360度视觉系统,用于移动机器人的导航使用静态单目相机。我们证明,使用我们的系统,可以用单个传感器(即摄像头)监控机器人的整个环境。此外,它还可以从自我中心的角度检测物体的位置和方向。我们还提出了一个低成本的原型来验证我们的建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Implementation of a Monocular 360-Degree Vision System for Mobile Robot Navigation
One of the problems facing autonomous navigation is obstacle sensing and dynamic surroundings. Multi-sensor systems and omni directional vision systems have been implemented to increase the observability of robots. However, these approaches consider several drawbacks: the cost of processing multiple signals, synchronization of data collection, cost of materials and energy consumption, among others. Thus in this paper, we propose a new 360-degree vision system for mobile robot navigation using a static monocular camera. We demonstrate that using our system, it is possible to monitor the complete surroundings of the robot with a single sensor, i.e. the camera. Moreover, it can detect the position and orientation of an object from an egocentric point of view. We also present a low cost prototype of our proposal to validate it.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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:481959085
Book学术官方微信