Mode Decision-Based Algorithm for Complexity Control in H.264/AVC

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dc.contributor.author Jiménez-Moreno, Amaya
dc.contributor.author Martínez Enríquez, Eduardo
dc.contributor.author Díaz-de-María, Fernando
dc.date.accessioned 2015-07-20T09:42:18Z
dc.date.available 2015-07-20T09:42:18Z
dc.date.issued 2013-08
dc.identifier.bibliographicCitation IEEE Transactions on Multimedia (2013). 15(5), 1094-1109.
dc.identifier.issn 1520-9210
dc.identifier.uri http://hdl.handle.net/10016/21447
dc.description.abstract The latest H.264/AVC video coding standard achieves high compression rates in exchange for high computational complexity. Nowadays, however, many application scenarios require the encoder to meet some complexity constraints. This paper proposes a novel complexity control method that relies on a hypothesis testing that can handle time-variant content and target complexities. Specifically, it is based on a binary hypothesis testing that decides, on a macroblock basis, whether to use a low-or a high-complexity coding model. Gaussian statistics are assumed so that the probability density functions involved in the hypothesis testing can be easily adapted. The decision threshold is also adapted according to the deviation between the actual and the target complexities. The proposed method is implemented on the H.264/AVC reference software JM10.2 and compared with a state-of-the-art method. Our experimental results prove that the proposed method achieves a better trade-off between complexity control and coding efficiency. Furthermore, it leads to a lower deviation from the target complexity.
dc.description.sponsorship This work has been partially supported by the National Grant TEC2011-26807 of the Spanish Ministry of Science and Innovation.
dc.format.extent 15
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher IEEE
dc.rights © 2013 IEEE.
dc.subject.other Gaussian processes
dc.subject.other Computational complexity
dc.subject.other Video coding
dc.title Mode Decision-Based Algorithm for Complexity Control in H.264/AVC
dc.type article
dc.description.status Publicado
dc.relation.publisherversion http://dx.doi.org/10.1109/TMM.2013.2241414
dc.subject.eciencia Telecomunicaciones
dc.identifier.doi 10.1109/TMM.2013.2241414
dc.rights.accessRights openAccess
dc.relation.projectID Gobierno de España. TEC2011-26807
dc.type.version acceptedVersion
dc.identifier.publicationfirstpage 1094
dc.identifier.publicationissue 5
dc.identifier.publicationlastpage 1109
dc.identifier.publicationtitle IEEE transactions on multimedia
dc.identifier.publicationvolume 15
dc.identifier.uxxi AR/0000013922
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