Decoder-side super-resolution and frame interpolation for improved H.264 video coding

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dc.authorid0000-0002-6842-1528
dc.contributor.authorAteş, Hasan Fehmien_US
dc.date.accessioned2015-07-14T23:46:49Z
dc.date.available2015-07-14T23:46:49Z
dc.date.issued2013
dc.departmentIşık Üniversitesi, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering, Department of Electrical-Electronics Engineeringen_US
dc.description.abstractIn literature decoder-side motion estimation is shown to improve video coding efficiency of both H.264 and HEVC standards. In this paper we introduce enhanced skip and direct modes for H.264 coding using decoder-side super-resolution (SR) and frame interpolation. P-and B-frames are downsampled and H.264 encoded at lower resolution (LR). Then reconstructed LR frames are super-resolved using decoder-side motion estimation. Alternatively for B-frames, bidirectional true motion estimation is performed to synthesize a B-frame from its reference frames. For P-frames, bicubic interpolation of the LR frame is used as an alternative to SR reconstruction. A rate-distortion optimal mode selection algorithm determines for each MB which of the two reconstructions to use as skip/direct mode prediction. Simulations indicate an average of 1.04 dB PSNR improvement or 23.0% bitrate reduction at low bitrates when compared to H.264 standard. Average PSNR gains reach as high as 3.95 dB depending on the video content and frame rate.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationAteş, H. F. (2013). Decoder-side super-resolution and frame interpolation for improved H.264 video coding. Paper presented at the 83-92. doi:10.1109/DCC.2013.16en_US
dc.identifier.doi10.1109/DCC.2013.16
dc.identifier.endpage92
dc.identifier.isbn9781467360371
dc.identifier.issn1068-0314
dc.identifier.scopus2-s2.0-84881051078
dc.identifier.scopusqualityN/A
dc.identifier.startpage83
dc.identifier.urihttps://hdl.handle.net/11729/608
dc.identifier.urihttp://dx.doi.org/10.1109/DCC.2013.16
dc.identifier.wosWOS:000325712000009
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakConference Proceedings Citation Index – Science (CPCI-S)en_US
dc.institutionauthorAteş, Hasan Fehmien_US
dc.institutionauthorid0000-0002-6842-1528
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherIEEEen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.sourceData Compression Conference (DCC)en_US
dc.subjectAccuracyen_US
dc.subjectBit rateen_US
dc.subjectDecodingen_US
dc.subjectEncodingen_US
dc.subjectEstimationen_US
dc.subjectInterpolationen_US
dc.subjectStandardsen_US
dc.subjectB frameen_US
dc.subjectH.264 standarden_US
dc.subjectHEVC standarden_US
dc.subjectLR frame reconstructionen_US
dc.subjectP frameen_US
dc.subjectPSNRen_US
dc.subjectSR reconstructionen_US
dc.subjectBicubic interpolationen_US
dc.subjectBidirectional true motion estimationen_US
dc.subjectDecoder side motion estimationen_US
dc.subjectDecoder side super resolutionen_US
dc.subjectDirect modeen_US
dc.subjectDownsamplingen_US
dc.subjectFrame interpolationen_US
dc.subjectHigh efficiency video codingen_US
dc.subjectLower resolutionen_US
dc.subjectRate distortion optimal mode selection algorithmen_US
dc.subjectSkip modeen_US
dc.subjectVideo contenten_US
dc.subjectH.264 video codingen_US
dc.subjectLow bitrateen_US
dc.subjectSuper-resolutionen_US
dc.subjectCode standardsen_US
dc.subjectImage reconstructionen_US
dc.subjectImage resolutionen_US
dc.subjectMotion estimationen_US
dc.subjectRate distortion theoryen_US
dc.subjectVideo codingen_US
dc.titleDecoder-side super-resolution and frame interpolation for improved H.264 video codingen_US
dc.typeConference Objecten_US
dspace.entity.typePublication

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