{"title":"An improved correlation tracking algorithm based on adaptive template modification","authors":"Luo Shi-tu, Zhang Qi, Luo Feilu, W. Yanling","doi":"10.1109/ICIA.2004.1373377","DOIUrl":null,"url":null,"abstract":"We introduce a two-stage matching algorithm based on target feature, in which coarse searching and accurate location are combined to avoid so much calculation as in correlation tracking. According to the image feature of TV tracking system, we present an adaptive template modification strategy, which in some degree overcomes the influences on tracking result by distortion, noise and shelter and so on of the actual image. Meanwhile, simulation results show good effect.","PeriodicalId":297178,"journal":{"name":"International Conference on Information Acquisition, 2004. Proceedings.","volume":"46 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Information Acquisition, 2004. Proceedings.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIA.2004.1373377","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
We introduce a two-stage matching algorithm based on target feature, in which coarse searching and accurate location are combined to avoid so much calculation as in correlation tracking. According to the image feature of TV tracking system, we present an adaptive template modification strategy, which in some degree overcomes the influences on tracking result by distortion, noise and shelter and so on of the actual image. Meanwhile, simulation results show good effect.
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