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Improved inter-layer prediction for Light field content coding with display scalability

Bibliographic Details
Main Author: Conti, C.
Publication Date: 2016
Other Authors: Soares, L. D., Nunes, P.
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10071/25388
Summary: Light field imaging based on microlens arrays - also known as plenoptic, holoscopic and integral imaging - has recently risen up as feasible and prospective technology due to its ability to support functionalities not straightforwardly available in conventional imaging systems, such as: post-production refocusing and depth of field changing. However, to gradually reach the consumer market and to provide interoperability with current 2D and 3D representations, a display scalable coding solution is essential. In this context, this paper proposes an improved display scalable light field codec comprising a three-layer hierarchical coding architecture (previously proposed by the authors) that provides interoperability with 2D (Base Layer) and 3D stereo and multiview (First Layer) representations, while the Second Layer supports the complete light field content. For further improving the compression performance, novel exemplar-based inter-layer coding tools are proposed here for the Second Layer, namely: (i) an inter-layer reference picture construction relying on an exemplar-based optimization algorithm for texture synthesis, and (ii) a direct prediction mode based on exemplar texture samples from lower layers. Experimental results show that the proposed solution performs better than the tested benchmark solutions, including the authors' previous scalable codec.
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spelling Improved inter-layer prediction for Light field content coding with display scalabilityLight fieldPlenopticHoloscopicScalable codingHEVCMV-HEVCLight field imaging based on microlens arrays - also known as plenoptic, holoscopic and integral imaging - has recently risen up as feasible and prospective technology due to its ability to support functionalities not straightforwardly available in conventional imaging systems, such as: post-production refocusing and depth of field changing. However, to gradually reach the consumer market and to provide interoperability with current 2D and 3D representations, a display scalable coding solution is essential. In this context, this paper proposes an improved display scalable light field codec comprising a three-layer hierarchical coding architecture (previously proposed by the authors) that provides interoperability with 2D (Base Layer) and 3D stereo and multiview (First Layer) representations, while the Second Layer supports the complete light field content. For further improving the compression performance, novel exemplar-based inter-layer coding tools are proposed here for the Second Layer, namely: (i) an inter-layer reference picture construction relying on an exemplar-based optimization algorithm for texture synthesis, and (ii) a direct prediction mode based on exemplar texture samples from lower layers. Experimental results show that the proposed solution performs better than the tested benchmark solutions, including the authors' previous scalable codec.SPIE2022-05-16T11:22:26Z2016-01-01T00:00:00Z20162022-05-11T09:26:37Zconference objectinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10071/25388eng97815106033490277-786X10.1117/12.2237198Conti, C.Soares, L. D.Nunes, P.info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-07-07T03:06:41Zoai:repositorio.iscte-iul.pt:10071/25388Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T18:15:48.627536Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Improved inter-layer prediction for Light field content coding with display scalability
title Improved inter-layer prediction for Light field content coding with display scalability
spellingShingle Improved inter-layer prediction for Light field content coding with display scalability
Conti, C.
Light field
Plenoptic
Holoscopic
Scalable coding
HEVC
MV-HEVC
title_short Improved inter-layer prediction for Light field content coding with display scalability
title_full Improved inter-layer prediction for Light field content coding with display scalability
title_fullStr Improved inter-layer prediction for Light field content coding with display scalability
title_full_unstemmed Improved inter-layer prediction for Light field content coding with display scalability
title_sort Improved inter-layer prediction for Light field content coding with display scalability
author Conti, C.
author_facet Conti, C.
Soares, L. D.
Nunes, P.
author_role author
author2 Soares, L. D.
Nunes, P.
author2_role author
author
dc.contributor.author.fl_str_mv Conti, C.
Soares, L. D.
Nunes, P.
dc.subject.por.fl_str_mv Light field
Plenoptic
Holoscopic
Scalable coding
HEVC
MV-HEVC
topic Light field
Plenoptic
Holoscopic
Scalable coding
HEVC
MV-HEVC
description Light field imaging based on microlens arrays - also known as plenoptic, holoscopic and integral imaging - has recently risen up as feasible and prospective technology due to its ability to support functionalities not straightforwardly available in conventional imaging systems, such as: post-production refocusing and depth of field changing. However, to gradually reach the consumer market and to provide interoperability with current 2D and 3D representations, a display scalable coding solution is essential. In this context, this paper proposes an improved display scalable light field codec comprising a three-layer hierarchical coding architecture (previously proposed by the authors) that provides interoperability with 2D (Base Layer) and 3D stereo and multiview (First Layer) representations, while the Second Layer supports the complete light field content. For further improving the compression performance, novel exemplar-based inter-layer coding tools are proposed here for the Second Layer, namely: (i) an inter-layer reference picture construction relying on an exemplar-based optimization algorithm for texture synthesis, and (ii) a direct prediction mode based on exemplar texture samples from lower layers. Experimental results show that the proposed solution performs better than the tested benchmark solutions, including the authors' previous scalable codec.
publishDate 2016
dc.date.none.fl_str_mv 2016-01-01T00:00:00Z
2016
2022-05-16T11:22:26Z
2022-05-11T09:26:37Z
dc.type.driver.fl_str_mv conference object
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10071/25388
url http://hdl.handle.net/10071/25388
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 9781510603349
0277-786X
10.1117/12.2237198
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eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv SPIE
publisher.none.fl_str_mv SPIE
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