Shuhe Chang, Yanqing Zhong, Zhenhua Quan, Yuxiang Hong, Jinle Zeng, D. Du
{"title":"A real-time object tracking and image stabilization system for photographing in vibration environment using OpenTLD algorithm","authors":"Shuhe Chang, Yanqing Zhong, Zhenhua Quan, Yuxiang Hong, Jinle Zeng, D. Du","doi":"10.1109/ARSO.2016.7736271","DOIUrl":null,"url":null,"abstract":"With the rapid development of computer vision technology, target tracking systems based on image processing is widely used in various fields. Aiming at the problem of image blurring while photographing in vibration environment, this paper proposed a smart tracking method based on physical motion compensation. This method centered the target in the camera while isolating the environment vibration. It not only improved the tracking success rate but also greatly reduced the search area which improved the efficiency of the TLD algorithm.","PeriodicalId":403924,"journal":{"name":"2016 IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ARSO.2016.7736271","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
With the rapid development of computer vision technology, target tracking systems based on image processing is widely used in various fields. Aiming at the problem of image blurring while photographing in vibration environment, this paper proposed a smart tracking method based on physical motion compensation. This method centered the target in the camera while isolating the environment vibration. It not only improved the tracking success rate but also greatly reduced the search area which improved the efficiency of the TLD algorithm.