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dc.contributor.authorZaibi, R.en_US
dc.contributor.authorCetin, E. A.en_US
dc.contributor.authorYardimci, Y. C.en_US
dc.date.accessioned2016-02-08T11:58:33Zen_US
dc.date.available2016-02-08T11:58:33Zen_US
dc.date.issued2000en_US
dc.identifier.issn0277-786Xen_US
dc.identifier.urihttp://hdl.handle.net/11693/27640
dc.description.abstractIn this paper, a small moving object method detection method in video sequences is described. In the first step, the camera motion is eliminated using motion compensation. An adaptive subband decomposition structure is then used to analyze the motion compensated image. In the 'low-high' and 'high-low' subimages small moving objects appear as outliers and they are detected using a statistical Gaussianity detection test based on higher order statistics. It turns out that in general, the distribution of the residual error image pixels is almost Gaussian. On the other hand, the distribution of the pixels in the residual image deviates from Gaussianity in the existence of outliers. Simulation examples are presented.en_US
dc.language.isoEnglishen_US
dc.source.titleProceedings of SPIE - The International Society for Optical Engineeringen_US
dc.subjectAdaptive algorithmsen_US
dc.subjectCamerasen_US
dc.subjectComputer simulationen_US
dc.subjectImage analysisen_US
dc.subjectImage segmentationen_US
dc.subjectMotion compensationen_US
dc.subjectRadar target recognitionen_US
dc.subjectSpurious signal noiseen_US
dc.subjectStatistical testsen_US
dc.subjectVideo signal processingen_US
dc.subjectWavelet transformsen_US
dc.subjectAdaptive subband decompositionen_US
dc.subjectHigher order statisticsen_US
dc.subjectLeast mean squareen_US
dc.subjectMoving object detectionen_US
dc.subjectStatistical Gaussianity detection testen_US
dc.subjectVideo sequencesen_US
dc.subjectObject recognitionen_US
dc.titleSmall moving object detection using adaptive subband decomposition in video sequencesen_US
dc.typeConference Paperen_US
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
dc.citation.spage134en_US
dc.citation.epage141en_US
dc.citation.volumeNumber4048en_US
dc.publisherSociety of Photo-Optical Instrumentation Engineers, Bellingham, WA, United Statesen_US


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