Cepstrum based method for moving shadow detection in video

buir.contributor.authorÇetin, A. Enis
buir.contributor.orcidÇetin, A. Enis|0000-0002-3449-1958
dc.citation.epage304en_US
dc.citation.spage299en_US
dc.contributor.authorCogun, Fuaten_US
dc.contributor.authorÇetin, A. Enisen_US
dc.coverage.spatialLondon, UK
dc.date.accessioned2016-02-08T12:22:59Z
dc.date.available2016-02-08T12:22:59Z
dc.date.issued2010-09en_US
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
dc.descriptionDate of Conference: 22-24 September, 2010
dc.descriptionConference name: Proceedings of the 25th International Symposium on Computer and Information Sciences, 2010
dc.description.abstractMoving shadows constitute problems in various applications such as image segmentation and object tracking. Main cause of these problems is the misclassification of the shadow pixels as target pixels. Therefore, the use of an accurate and reliable shadow detection method is essential to realize intelligent video processing applications. In this paper, the cepstrum based method for moving shadow detection is presented. The proposed method is tested on outdoor and indoor video sequences using well-known benchmark test sets. To show the improvements over previous approaches, quantitative metrics are introduced and comparisons based on these metrics are made. © 2011 Springer Science+Business Media B.V.en_US
dc.description.provenanceMade available in DSpace on 2016-02-08T12:22:59Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2010en
dc.identifier.doi10.1007/978-90-481-9794-1_57en_US
dc.identifier.urihttp://hdl.handle.net/11693/28527
dc.language.isoEnglishen_US
dc.publisherSpringeren_US
dc.relation.isversionofhttps://doi.org/10.1007/978-90-481-9794-1_57en_US
dc.source.titleProceedings of the 25th International Symposium on Computer and Information Sciences, 2010en_US
dc.subjectBenchmark testsen_US
dc.subjectCepstrumen_US
dc.subjectIntelligent video processingen_US
dc.subjectMisclassificationsen_US
dc.subjectMoving shadow detectionen_US
dc.subjectObject Trackingen_US
dc.subjectQuantitative metricsen_US
dc.subjectShadow detectionsen_US
dc.subjectVideo sequencesen_US
dc.subjectInformation scienceen_US
dc.subjectPixelsen_US
dc.subjectTracking (position)en_US
dc.subjectVideo recordingen_US
dc.subjectImage segmentationen_US
dc.titleCepstrum based method for moving shadow detection in videoen_US
dc.typeConference Paperen_US

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