{"title":"Real-time panoramic system for underwater cleaning robot","authors":"Ping Jiang, Qian-xiao Wei, Yan-hu Chen, Canjun Yang, Jinchang Fan, Zhicheng Shou, Zhengming Huang","doi":"10.1109/ICMIMT.2018.8340440","DOIUrl":null,"url":null,"abstract":"The underwater cleaning robot works in an unknown environment, where knowing the real-time surroundings and cleaning situation is necessary. This paper proposes a novel approach to realize the panoramic navigation of the underwater cleaning robot. First, we select several feature points manually to calculate the images' relative location. Second, we solve the transformation matrix from the original view to the front view. Third, we build a matrix library marked by the robot's attitude. Fourth, the panoramic navigation system makes the real-time image projection and stitching based on the attitude of the robot. We use the fade-out fusion to eliminate the image stitching gap, which is time-efficient. This panoramic system uses the pre-set parameters to make the real-time image process, instead of doing the feature detection or matching, which could increase the efficiency significantly.","PeriodicalId":354924,"journal":{"name":"2018 IEEE 9th International Conference on Mechanical and Intelligent Manufacturing Technologies (ICMIMT)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 9th International Conference on Mechanical and Intelligent Manufacturing Technologies (ICMIMT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMIMT.2018.8340440","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
The underwater cleaning robot works in an unknown environment, where knowing the real-time surroundings and cleaning situation is necessary. This paper proposes a novel approach to realize the panoramic navigation of the underwater cleaning robot. First, we select several feature points manually to calculate the images' relative location. Second, we solve the transformation matrix from the original view to the front view. Third, we build a matrix library marked by the robot's attitude. Fourth, the panoramic navigation system makes the real-time image projection and stitching based on the attitude of the robot. We use the fade-out fusion to eliminate the image stitching gap, which is time-efficient. This panoramic system uses the pre-set parameters to make the real-time image process, instead of doing the feature detection or matching, which could increase the efficiency significantly.