{"title":"被动智能监控系统中一种废弃和移除的目标检测算法","authors":"G. D. Caterina, J. Soraghan","doi":"10.1109/ICDSP.2011.6004901","DOIUrl":null,"url":null,"abstract":"Important issues such as low image quality and human operators' reactivity can seriously reduce the effectiveness of video surveillance systems. Digital video surveillance is used in conjunction with video analytics, which is the semantic analysis of video data through signal and image processing techniques. This paper presents a novel algorithm for real time detection of abandoned and removed objects, in the context of a reactive smart surveillance system, which notifies the occurrence of such events of interest to registered users, within seconds. The proposed algorithm is demonstrated to be completely adaptive and computationally efficient.","PeriodicalId":360702,"journal":{"name":"2011 17th International Conference on Digital Signal Processing (DSP)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"An abandoned and removed object detection algorithm in a reactive smart surveillance system\",\"authors\":\"G. D. Caterina, J. Soraghan\",\"doi\":\"10.1109/ICDSP.2011.6004901\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Important issues such as low image quality and human operators' reactivity can seriously reduce the effectiveness of video surveillance systems. Digital video surveillance is used in conjunction with video analytics, which is the semantic analysis of video data through signal and image processing techniques. This paper presents a novel algorithm for real time detection of abandoned and removed objects, in the context of a reactive smart surveillance system, which notifies the occurrence of such events of interest to registered users, within seconds. The proposed algorithm is demonstrated to be completely adaptive and computationally efficient.\",\"PeriodicalId\":360702,\"journal\":{\"name\":\"2011 17th International Conference on Digital Signal Processing (DSP)\",\"volume\":\"14 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-07-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 17th International Conference on Digital Signal Processing (DSP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICDSP.2011.6004901\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 17th International Conference on Digital Signal Processing (DSP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDSP.2011.6004901","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
An abandoned and removed object detection algorithm in a reactive smart surveillance system
Important issues such as low image quality and human operators' reactivity can seriously reduce the effectiveness of video surveillance systems. Digital video surveillance is used in conjunction with video analytics, which is the semantic analysis of video data through signal and image processing techniques. This paper presents a novel algorithm for real time detection of abandoned and removed objects, in the context of a reactive smart surveillance system, which notifies the occurrence of such events of interest to registered users, within seconds. The proposed algorithm is demonstrated to be completely adaptive and computationally efficient.
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