A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation

Detalhes bibliográficos
Autor(a) principal: Vahid Hajihashemi
Data de Publicação: 2021
Outros Autores: Hamid Esmaeili Najafabadi, Abdoreza Alavi Gharahbagh, Henry Leung, Mahdi Yousefan, João Manuel R. S. Tavares
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/10216/136678
Resumo: One of the critical challenges facing 3D video systems and images such as holography lies in their compression technique. High-efficiency video coding (HEVC) has emerged as one of the leading schemes to address this challenge. In this article, a novel method based on wavelet transform is presented to improve HEVC, particularly in digital holography systems (object plane). In this regard, wavelet and resizing are included in the coding process, while extra HEVC decoders and encoders are added to predict and decrease errors in the target. Simulation results reveals that the proposed algorithm reduces Bjontegaard-Delta (BD) bitrate 17.5% (based on average BD-Rate values) compared to the original HEVC (H.265) scheme while maintaining signal fidelity and even enhancing it slightly. We observe an increased BD-peak-signal-to-noise ratio (BD-PSNR) in real and imaginary parts of digital holograms of high rate quantization values up to 1.1 dB.
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spelling A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolationCiências Tecnológicas, Ciências da engenharia e tecnologiasTechnological sciences, Engineering and technologyOne of the critical challenges facing 3D video systems and images such as holography lies in their compression technique. High-efficiency video coding (HEVC) has emerged as one of the leading schemes to address this challenge. In this article, a novel method based on wavelet transform is presented to improve HEVC, particularly in digital holography systems (object plane). In this regard, wavelet and resizing are included in the coding process, while extra HEVC decoders and encoders are added to predict and decrease errors in the target. Simulation results reveals that the proposed algorithm reduces Bjontegaard-Delta (BD) bitrate 17.5% (based on average BD-Rate values) compared to the original HEVC (H.265) scheme while maintaining signal fidelity and even enhancing it slightly. We observe an increased BD-peak-signal-to-noise ratio (BD-PSNR) in real and imaginary parts of digital holograms of high rate quantization values up to 1.1 dB.2021-102021-10-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleimage/jpegapplication/pdfhttps://hdl.handle.net/10216/136678eng1380-750110.1007/s11042-021-11232-0Vahid HajihashemiHamid Esmaeili NajafabadiAbdoreza Alavi GharahbaghHenry LeungMahdi YousefanJoão Manuel R. S. Tavaresinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-29T13:23:28Zoai:repositorio-aberto.up.pt:10216/136678Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:39:35.682694Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation
title A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation
spellingShingle A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation
Vahid Hajihashemi
Ciências Tecnológicas, Ciências da engenharia e tecnologias
Technological sciences, Engineering and technology
title_short A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation
title_full A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation
title_fullStr A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation
title_full_unstemmed A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation
title_sort A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation
author Vahid Hajihashemi
author_facet Vahid Hajihashemi
Hamid Esmaeili Najafabadi
Abdoreza Alavi Gharahbagh
Henry Leung
Mahdi Yousefan
João Manuel R. S. Tavares
author_role author
author2 Hamid Esmaeili Najafabadi
Abdoreza Alavi Gharahbagh
Henry Leung
Mahdi Yousefan
João Manuel R. S. Tavares
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Vahid Hajihashemi
Hamid Esmaeili Najafabadi
Abdoreza Alavi Gharahbagh
Henry Leung
Mahdi Yousefan
João Manuel R. S. Tavares
dc.subject.por.fl_str_mv Ciências Tecnológicas, Ciências da engenharia e tecnologias
Technological sciences, Engineering and technology
topic Ciências Tecnológicas, Ciências da engenharia e tecnologias
Technological sciences, Engineering and technology
description One of the critical challenges facing 3D video systems and images such as holography lies in their compression technique. High-efficiency video coding (HEVC) has emerged as one of the leading schemes to address this challenge. In this article, a novel method based on wavelet transform is presented to improve HEVC, particularly in digital holography systems (object plane). In this regard, wavelet and resizing are included in the coding process, while extra HEVC decoders and encoders are added to predict and decrease errors in the target. Simulation results reveals that the proposed algorithm reduces Bjontegaard-Delta (BD) bitrate 17.5% (based on average BD-Rate values) compared to the original HEVC (H.265) scheme while maintaining signal fidelity and even enhancing it slightly. We observe an increased BD-peak-signal-to-noise ratio (BD-PSNR) in real and imaginary parts of digital holograms of high rate quantization values up to 1.1 dB.
publishDate 2021
dc.date.none.fl_str_mv 2021-10
2021-10-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/10216/136678
url https://hdl.handle.net/10216/136678
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1380-7501
10.1007/s11042-021-11232-0
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv image/jpeg
application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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