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Fast Coding Unit Encoding Mechanism for Low Complexity Video Coding

In high efficiency video coding (HEVC), coding tree contributes to excellent compression performance. However, coding tree brings extremely high computational complexity. Innovative works for improving coding tree to further reduce encoding time are stated in this paper. A novel low complexity codin...

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Detalles Bibliográficos
Autores principales: Gao, Yuan, Liu, Pengyu, Wu, Yueying, Jia, Kebin, Gao, Guandong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4801171/
https://www.ncbi.nlm.nih.gov/pubmed/26999741
http://dx.doi.org/10.1371/journal.pone.0151689
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author Gao, Yuan
Liu, Pengyu
Wu, Yueying
Jia, Kebin
Gao, Guandong
author_facet Gao, Yuan
Liu, Pengyu
Wu, Yueying
Jia, Kebin
Gao, Guandong
author_sort Gao, Yuan
collection PubMed
description In high efficiency video coding (HEVC), coding tree contributes to excellent compression performance. However, coding tree brings extremely high computational complexity. Innovative works for improving coding tree to further reduce encoding time are stated in this paper. A novel low complexity coding tree mechanism is proposed for HEVC fast coding unit (CU) encoding. Firstly, this paper makes an in-depth study of the relationship among CU distribution, quantization parameter (QP) and content change (CC). Secondly, a CU coding tree probability model is proposed for modeling and predicting CU distribution. Eventually, a CU coding tree probability update is proposed, aiming to address probabilistic model distortion problems caused by CC. Experimental results show that the proposed low complexity CU coding tree mechanism significantly reduces encoding time by 27% for lossy coding and 42% for visually lossless coding and lossless coding. The proposed low complexity CU coding tree mechanism devotes to improving coding performance under various application conditions.
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spelling pubmed-48011712016-03-23 Fast Coding Unit Encoding Mechanism for Low Complexity Video Coding Gao, Yuan Liu, Pengyu Wu, Yueying Jia, Kebin Gao, Guandong PLoS One Research Article In high efficiency video coding (HEVC), coding tree contributes to excellent compression performance. However, coding tree brings extremely high computational complexity. Innovative works for improving coding tree to further reduce encoding time are stated in this paper. A novel low complexity coding tree mechanism is proposed for HEVC fast coding unit (CU) encoding. Firstly, this paper makes an in-depth study of the relationship among CU distribution, quantization parameter (QP) and content change (CC). Secondly, a CU coding tree probability model is proposed for modeling and predicting CU distribution. Eventually, a CU coding tree probability update is proposed, aiming to address probabilistic model distortion problems caused by CC. Experimental results show that the proposed low complexity CU coding tree mechanism significantly reduces encoding time by 27% for lossy coding and 42% for visually lossless coding and lossless coding. The proposed low complexity CU coding tree mechanism devotes to improving coding performance under various application conditions. Public Library of Science 2016-03-21 /pmc/articles/PMC4801171/ /pubmed/26999741 http://dx.doi.org/10.1371/journal.pone.0151689 Text en © 2016 Gao et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Gao, Yuan
Liu, Pengyu
Wu, Yueying
Jia, Kebin
Gao, Guandong
Fast Coding Unit Encoding Mechanism for Low Complexity Video Coding
title Fast Coding Unit Encoding Mechanism for Low Complexity Video Coding
title_full Fast Coding Unit Encoding Mechanism for Low Complexity Video Coding
title_fullStr Fast Coding Unit Encoding Mechanism for Low Complexity Video Coding
title_full_unstemmed Fast Coding Unit Encoding Mechanism for Low Complexity Video Coding
title_short Fast Coding Unit Encoding Mechanism for Low Complexity Video Coding
title_sort fast coding unit encoding mechanism for low complexity video coding
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4801171/
https://www.ncbi.nlm.nih.gov/pubmed/26999741
http://dx.doi.org/10.1371/journal.pone.0151689
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