{"title":"An intelligent system for video events detection","authors":"Yassine Aribi, A. Wali, A. Alimi","doi":"10.1109/ISIAS.2013.6947742","DOIUrl":null,"url":null,"abstract":"The Event detection method from a video surveillance has received much attention in the image processing. In this paper, we present an overview of a new approach for event detection from video surveillance system based on incremental learning. In our approach, each event is modeled by a set of states, and each state is represented by a learning model containing a positive class (event) and a negative class (non-event). Experiments on real image sequences have shown encouraging results.","PeriodicalId":370107,"journal":{"name":"2013 9th International Conference on Information Assurance and Security (IAS)","volume":"182 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 9th International Conference on Information Assurance and Security (IAS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISIAS.2013.6947742","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
The Event detection method from a video surveillance has received much attention in the image processing. In this paper, we present an overview of a new approach for event detection from video surveillance system based on incremental learning. In our approach, each event is modeled by a set of states, and each state is represented by a learning model containing a positive class (event) and a negative class (non-event). Experiments on real image sequences have shown encouraging results.