A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , , |
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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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) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799135709607493633 |