DC Field | Value | Language |
---|---|---|
dc.contributor.author | Abdelli, Ahmed | ko |
dc.contributor.author | Choi, Ho-Jin | ko |
dc.date.accessioned | 2018-01-23T01:15:52Z | - |
dc.date.available | 2018-01-23T01:15:52Z | - |
dc.date.created | 2017-12-28 | - |
dc.date.created | 2017-12-28 | - |
dc.date.issued | 2017-02-13 | - |
dc.identifier.citation | IEEE International Conference on Big Data and Smart Computing (BigComp), pp.210 - 214 | - |
dc.identifier.issn | 2375-933X | - |
dc.identifier.uri | http://hdl.handle.net/10203/237784 | - |
dc.description.abstract | Moving objects detection or change detection in video sequences, is a fundamental task in video surveillance applications. Although, existing methods perform well on videos filmed by stationary cameras, these methods fail dramatically in videos filmed by non-stationary cameras. In particular, in very low frame rate and sudden illumination change scenarios, like Wide-Area Motion Imagery (WAMI). In this paper, we show the limitation of the widely used three-frames differencing technique in such scenarios. Then, we propose a pixel-level algorithm based on four-frames differencing rather than three-frames differencing, which contains the temporal information needed to separate the foreground (moving objects) from the background robustly. We compare our method to the state-of-the-art methods in detection quality. Experimental results on the WPAFB2009 dataset show that our method outperforms existing methods. | - |
dc.language | English | - |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | - |
dc.title | A Four-Frames Differencing Technique for Moving Objects Detection in Wide Area Surveillance | - |
dc.type | Conference | - |
dc.identifier.wosid | 000403390900033 | - |
dc.identifier.scopusid | 2-s2.0-85017646650 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 210 | - |
dc.citation.endingpage | 214 | - |
dc.citation.publicationname | IEEE International Conference on Big Data and Smart Computing (BigComp) | - |
dc.identifier.conferencecountry | KO | - |
dc.identifier.conferencelocation | Maison Glad Jeju | - |
dc.identifier.doi | 10.1109/BIGCOMP.2017.7881701 | - |
dc.contributor.localauthor | Choi, Ho-Jin | - |
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