Cargando…

An Efficient Hierarchical Video Coding Scheme Combining Visual Perception Characteristics

Different visual perception characteristic saliencies are the key to constitute the low-complexity video coding framework. A hierarchical video coding scheme based on human visual systems (HVS) is proposed in this paper. The proposed scheme uses a joint video coding framework consisting of visual pe...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Pengyu, Jia, Kebin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4052983/
https://www.ncbi.nlm.nih.gov/pubmed/24959623
http://dx.doi.org/10.1155/2014/727943
_version_ 1782320312833015808
author Liu, Pengyu
Jia, Kebin
author_facet Liu, Pengyu
Jia, Kebin
author_sort Liu, Pengyu
collection PubMed
description Different visual perception characteristic saliencies are the key to constitute the low-complexity video coding framework. A hierarchical video coding scheme based on human visual systems (HVS) is proposed in this paper. The proposed scheme uses a joint video coding framework consisting of visual perception analysis layer (VPAL) and video coding layer (VCL). In VPAL, effective visual perception characteristics detection algorithm is proposed to achieve visual region of interest (VROI) based on the correlation between coding information (such as motion vector, prediction mode, etc.) and visual attention. Then, the interest priority setting for VROI according to visual perception characteristics is completed. In VCL, the optional encoding method is developed utilizing the visual interested priority setting results from VPAL. As a result, the proposed scheme achieves information reuse and complementary between visual perception analysis and video coding. Experimental results show that the proposed hierarchical video coding scheme effectively alleviates the contradiction between complexity and accuracy. Compared with H.264/AVC (JM17.0), the proposed scheme reduces 80% video coding time approximately and maintains a good video image quality as well. It improves video coding performance significantly.
format Online
Article
Text
id pubmed-4052983
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Hindawi Publishing Corporation
record_format MEDLINE/PubMed
spelling pubmed-40529832014-06-23 An Efficient Hierarchical Video Coding Scheme Combining Visual Perception Characteristics Liu, Pengyu Jia, Kebin ScientificWorldJournal Research Article Different visual perception characteristic saliencies are the key to constitute the low-complexity video coding framework. A hierarchical video coding scheme based on human visual systems (HVS) is proposed in this paper. The proposed scheme uses a joint video coding framework consisting of visual perception analysis layer (VPAL) and video coding layer (VCL). In VPAL, effective visual perception characteristics detection algorithm is proposed to achieve visual region of interest (VROI) based on the correlation between coding information (such as motion vector, prediction mode, etc.) and visual attention. Then, the interest priority setting for VROI according to visual perception characteristics is completed. In VCL, the optional encoding method is developed utilizing the visual interested priority setting results from VPAL. As a result, the proposed scheme achieves information reuse and complementary between visual perception analysis and video coding. Experimental results show that the proposed hierarchical video coding scheme effectively alleviates the contradiction between complexity and accuracy. Compared with H.264/AVC (JM17.0), the proposed scheme reduces 80% video coding time approximately and maintains a good video image quality as well. It improves video coding performance significantly. Hindawi Publishing Corporation 2014 2014-05-13 /pmc/articles/PMC4052983/ /pubmed/24959623 http://dx.doi.org/10.1155/2014/727943 Text en Copyright © 2014 P. Liu and K. Jia. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Liu, Pengyu
Jia, Kebin
An Efficient Hierarchical Video Coding Scheme Combining Visual Perception Characteristics
title An Efficient Hierarchical Video Coding Scheme Combining Visual Perception Characteristics
title_full An Efficient Hierarchical Video Coding Scheme Combining Visual Perception Characteristics
title_fullStr An Efficient Hierarchical Video Coding Scheme Combining Visual Perception Characteristics
title_full_unstemmed An Efficient Hierarchical Video Coding Scheme Combining Visual Perception Characteristics
title_short An Efficient Hierarchical Video Coding Scheme Combining Visual Perception Characteristics
title_sort efficient hierarchical video coding scheme combining visual perception characteristics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4052983/
https://www.ncbi.nlm.nih.gov/pubmed/24959623
http://dx.doi.org/10.1155/2014/727943
work_keys_str_mv AT liupengyu anefficienthierarchicalvideocodingschemecombiningvisualperceptioncharacteristics
AT jiakebin anefficienthierarchicalvideocodingschemecombiningvisualperceptioncharacteristics
AT liupengyu efficienthierarchicalvideocodingschemecombiningvisualperceptioncharacteristics
AT jiakebin efficienthierarchicalvideocodingschemecombiningvisualperceptioncharacteristics