{"title":"3-D model-based people detection & tracking","authors":"G. Garibotto","doi":"10.1109/AVSS.2007.4425375","DOIUrl":null,"url":null,"abstract":"The paper describes a method for people detection and tracking from multi-camera views. The proposed approach is based on 3D models of the person shape, where motion tracking is carried out in 3D space with re-projection onto calibrated images to perform target validation according to a prediction-verification paradigm. Multiple cameras with partial overlap can be used to cover a much wider area. The referred examples are based on the data base from PETS 2006 video sequences and a data base from EU-ISCAPS demonstration environment.","PeriodicalId":371050,"journal":{"name":"2007 IEEE Conference on Advanced Video and Signal Based Surveillance","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2007-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2007 IEEE Conference on Advanced Video and Signal Based Surveillance","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AVSS.2007.4425375","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
The paper describes a method for people detection and tracking from multi-camera views. The proposed approach is based on 3D models of the person shape, where motion tracking is carried out in 3D space with re-projection onto calibrated images to perform target validation according to a prediction-verification paradigm. Multiple cameras with partial overlap can be used to cover a much wider area. The referred examples are based on the data base from PETS 2006 video sequences and a data base from EU-ISCAPS demonstration environment.
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