Jiuchang Wei, F. Rovira-Más, J. F. Reid, Shufeng Han
{"title":"Obstacle detection using stereo vision to enhance safety of autonomous machines","authors":"Jiuchang Wei, F. Rovira-Más, J. F. Reid, Shufeng Han","doi":"10.13031/2013.20078","DOIUrl":null,"url":null,"abstract":"As semi-autonomous and autonomous vehicles are finding more and more applications in agriculture, the capability of detecting obstacles in the field and taking appropriate safety actions is becoming more critical. This article presents an obstacle detection system using a binocular stereo camera. Field tests using a standing person as the potential obstacle indicated that the system could reliably detect the obstacle and its motion status in the vicinity of an agricultural vehicle, although the accuracy of the system decreased as the range between the vehicle and obstacle increased.","PeriodicalId":23120,"journal":{"name":"Transactions of the ASABE","volume":"45 1","pages":"2389-2397"},"PeriodicalIF":1.4000,"publicationDate":"2005-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"27","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transactions of the ASABE","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.13031/2013.20078","RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"AGRICULTURAL ENGINEERING","Score":null,"Total":0}
引用次数: 27
Abstract
As semi-autonomous and autonomous vehicles are finding more and more applications in agriculture, the capability of detecting obstacles in the field and taking appropriate safety actions is becoming more critical. This article presents an obstacle detection system using a binocular stereo camera. Field tests using a standing person as the potential obstacle indicated that the system could reliably detect the obstacle and its motion status in the vicinity of an agricultural vehicle, although the accuracy of the system decreased as the range between the vehicle and obstacle increased.
期刊介绍:
This peer-reviewed journal publishes research that advances the engineering of agricultural, food, and biological systems. Submissions must include original data, analysis or design, or synthesis of existing information; research information for the improvement of education, design, construction, or manufacturing practice; or significant and convincing evidence that confirms and strengthens the findings of others or that revises ideas or challenges accepted theory.