Dynamic Rate Allocation of Interactive Multi-View Video with View-Switch Prediction

dc.contributor.advisorAnbarjafari, Gholamrezaen
dc.contributor.advisorOzcinar, Cagrien
dc.contributor.authorSarkar, Sumanen
dc.contributor.otherTartu Ülikool. Loodus- ja täppisteaduste valdkondet
dc.contributor.otherTartu Ülikool. Tehnoloogiainstituutet
dc.date.accessioned2016-06-15T08:27:09Z
dc.date.available2016-06-15T08:27:09Z
dc.date.issued2016
dc.description.abstractIn Interactive Multi-View Video (IMVV), the video has been captured by numbers of cameras positioned in array and transmitted those camera views to users. The user can interact with the transmitted video content by choosing viewpoints (views from different cameras in the array) with the expectation of minimum transmission delay while changing among various views. View switching delay is one of the primary concern that is dealt in this thesis work, where the contribution is to minimize the transmission delay of new view switch frame through a novel process of selection of the predicted view and compression considering the transmission efficiency. Mainly considered a realtime IMVV streaming, and the view switch is mapped as discrete Markov chain, where the transition probability is derived using Zipf distribution, which provides information regarding view switch prediction. To eliminate Round-Trip Time (RTT) transmission delay, Quantization Parameters (QP) are adaptively allocated to the remaining redundant transmitted frames to maintain view switching time minimum, trading off with the quality of the video till RTT time-span. The experimental results of the proposed method show superior performance on PSNR and view switching delay for better viewing quality over the existing methods.en
dc.identifier.urihttp://hdl.handle.net/10062/51872
dc.language.isoengen
dc.publisherTartu Ülikoolet
dc.rightsCC0 1.0 Universal*
dc.rights.urihttp://creativecommons.org/publicdomain/zero/1.0/*
dc.subjectInteractive multi-view video, Zipf distribution, Hidden Markov Model, Round-Trip Timeen
dc.subject.othermagistritöödet
dc.titleDynamic Rate Allocation of Interactive Multi-View Video with View-Switch Predictionen
dc.title.alternativeDünaamiline kiiruse jaotamine interaktiivses mitmevaatelises video vaatevahetuse ennustamineseset
dc.typeThesisen

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