Multi depth-velocity filters for enhancing multiple moving objects in 5-d light field videos

dc.contributor.authorLiyanage, N
dc.contributor.authorJayaweera, SS
dc.contributor.authorEdussooriya, CUS
dc.contributor.authorWijenayake, C
dc.contributor.authorMadanayake, A
dc.contributor.authorAgathoklis, P
dc.contributor.authorBruton, L
dc.contributor.authorAmbikairajah, E
dc.contributor.editorWeeraddana, C
dc.contributor.editorEdussooriya, CUS
dc.contributor.editorAbeysooriya, RP
dc.date.accessioned2022-08-10T03:26:08Z
dc.date.available2022-08-10T03:26:08Z
dc.date.issued2020-07
dc.description.abstractA moving object in a five-dimensional (5-D) light field video (LFV) can be selectively enhanced using the depth and the velocity of the object. In this paper, a 5-D depth-velocity (DV) filter is proposed to enhance multiple moving objects at different depths and with different velocities in an LFV. The 5-D DV filter is designed as a cascade of an infinite-extent impulse response multi-depth filter and a finite-extent impulse response multi-velocity filter. Experimental results obtained with numerically generated and real LFVs indicate that more than 15 dB improvement in signal-to-interference ratio can be achieved with the proposed 5-D multi DV filter compared to previously proposed multi depth-only filters.en_US
dc.identifier.citationN. Liyanage et al., "Multi Depth-Velocity Filters for Enhancing Multiple Moving Objects in 5-D Light Field Videos," 2020 Moratuwa Engineering Research Conference (MERCon), 2020, pp. 230-235, doi: 10.1109/MERCon50084.2020.9185284.en_US
dc.identifier.conferenceMoratuwa Engineering Research Conference 2020en_US
dc.identifier.departmentEngineering Research Unit, University of Moratuwaen_US
dc.identifier.doi10.1109/MERCon50084.2020.9185284en_US
dc.identifier.emailn.kanankeliyanage@unsw.edu.auen_US
dc.identifier.emailsakilaj@uom.lken_US
dc.identifier.emailchamira@uom.lken_US
dc.identifier.emailc.wijenayake@uq.edu.auen_US
dc.identifier.emailamadanay@fiu.eduen_US
dc.identifier.emailpanagath@ece.uvic.caen_US
dc.identifier.emailbruton@ucalgary.caen_US
dc.identifier.emaile.ambikairajah@unsw.edu.auen_US
dc.identifier.facultyEngineeringen_US
dc.identifier.pgnospp. 230-235en_US
dc.identifier.placeMoratuwa, Sri Lankaen_US
dc.identifier.proceedingProceedings of Moratuwa Engineering Research Conference 2020en_US
dc.identifier.urihttp://dl.lib.uom.lk/handle/123/18588
dc.identifier.year2020en_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.urihttps://ieeexplore.ieee.org/document/9185284en_US
dc.subjectLight field videosen_US
dc.subjectdepth-velocity filtersen_US
dc.subjectmultidimensional filtersen_US
dc.subjectmulti-passbanden_US
dc.subjectocclusion suppressionen_US
dc.titleMulti depth-velocity filters for enhancing multiple moving objects in 5-d light field videosen_US
dc.typeConference-Full-texten_US

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