The High Dynamic Range Imaging Pipeline : : Tone-Mapping, Distribution, and Single-exposure Reconstruction.
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Superior document: | Linköping Studies in Science and Technology. Dissertations Series ; v.1939 |
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Place / Publishing House: | Linköping : : Linkopings Universitet,, 2018. {copy}2018. |
Year of Publication: | 2018 |
Edition: | 1st ed. |
Language: | English |
Series: | Linköping Studies in Science and Technology. Dissertations Series
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Physical Description: | 1 online resource (154 pages) |
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Eilertsen, Gabriel. The High Dynamic Range Imaging Pipeline : Tone-Mapping, Distribution, and Single-exposure Reconstruction. 1st ed. Linköping : Linkopings Universitet, 2018. {copy}2018. 1 online resource (154 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier Linköping Studies in Science and Technology. Dissertations Series ; v.1939 Intro -- Abstract -- Populärvetenskaplig sammanfattning -- Acknowledgments -- Publications -- Contributions -- Contents -- 1 Introduction -- 1.1 High dynamic range -- 1.1.1 Definition -- 1.1.2 The dynamic range of the HVS -- 1.1.3 Camera and display dynamic range -- 1.1.4 Calibration -- 1.1.5 Applications -- 1.2 Context -- 1.3 Author's contributions -- 1.4 Disposition -- 2 Background -- 2.1 Capturing with HDR cameras -- 2.1.1 Single-exposure HDR cameras -- 2.1.2 Multi-exposure HDR camera systems -- 2.2 HDR reconstruction from conventional sensors -- 2.2.1 Temporally multiplexed exposures -- 2.2.2 Spatially multiplexed exposures -- 2.2.3 Single-exposure techniques -- 2.3 HDR distribution -- 2.3.1 Floating point HDR pixel formats -- 2.3.2 HDR encoding using LDR formats -- 2.4 Tone-mapping -- 2.4.1 Categorization -- 2.4.2 Tone-mapping pipeline -- 2.4.4 Evaluation -- 2.5 HDR displays -- 2.5.1 Professional HDR display devices -- 2.5.2 HDR TVs -- 3 Tone-mapping of HDR video -- 3.1 Motivation -- 3.2 Evaluation of TMOs -- 3.2.1 Parameter calibration -- 3.2.2 Qualitative evaluation experiment -- 3.2.3 Pair-wise comparison experiment -- 3.3 New algorithms -- 3.3.1 Filtering for tone-mapping -- 3.3.2 Tone-curve -- 3.3.3 Noise-awareness -- 3.4 Recent developments -- 3.5 Summary -- 4 Distribution of HDR video -- 4.1 Motivation -- 4.2 Evaluation -- 4.2.1 Setup -- 4.2.2 Results -- 4.2.3 Comparison to HDR10 -- 4.4 Summary -- 4.4.1 Limitations and future work -- 5 Single-exposure HDR image reconstruction -- 5.1 Motivation -- 5.1.1 Relation to inverse tone-mapping -- 5.1.2 Where is the dynamic range? -- 5.2 Deep learning for HDR imaging -- 5.3 Deep learning reconstruction -- 5.3.1 CNN design -- 5.3.2 Training -- 5.3.3 Weight initialization -- 5.3.4 Results -- 5.3.5 Compression artifacts -- 5.3.6 Adversarial training -- 5.4 Summary. 5.4.1 Limitations and future work -- 6 Conclusions -- 6.1 Contributions -- 6.1.1 Tone-mapping -- 6.1.2 Distribution -- 6.1.3 Reconstruction -- 6.2 Outlook -- Bibliography -- Publications. Description based on publisher supplied metadata and other sources. Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. Electronic books. Print version: Eilertsen, Gabriel The High Dynamic Range Imaging Pipeline Linköping : Linkopings Universitet,c2018 ProQuest (Firm) Linköping Studies in Science and Technology. Dissertations Series https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=5398293 Click to View |
language |
English |
format |
eBook |
author |
Eilertsen, Gabriel. |
spellingShingle |
Eilertsen, Gabriel. The High Dynamic Range Imaging Pipeline : Tone-Mapping, Distribution, and Single-exposure Reconstruction. Linköping Studies in Science and Technology. Dissertations Series ; Intro -- Abstract -- Populärvetenskaplig sammanfattning -- Acknowledgments -- Publications -- Contributions -- Contents -- 1 Introduction -- 1.1 High dynamic range -- 1.1.1 Definition -- 1.1.2 The dynamic range of the HVS -- 1.1.3 Camera and display dynamic range -- 1.1.4 Calibration -- 1.1.5 Applications -- 1.2 Context -- 1.3 Author's contributions -- 1.4 Disposition -- 2 Background -- 2.1 Capturing with HDR cameras -- 2.1.1 Single-exposure HDR cameras -- 2.1.2 Multi-exposure HDR camera systems -- 2.2 HDR reconstruction from conventional sensors -- 2.2.1 Temporally multiplexed exposures -- 2.2.2 Spatially multiplexed exposures -- 2.2.3 Single-exposure techniques -- 2.3 HDR distribution -- 2.3.1 Floating point HDR pixel formats -- 2.3.2 HDR encoding using LDR formats -- 2.4 Tone-mapping -- 2.4.1 Categorization -- 2.4.2 Tone-mapping pipeline -- 2.4.4 Evaluation -- 2.5 HDR displays -- 2.5.1 Professional HDR display devices -- 2.5.2 HDR TVs -- 3 Tone-mapping of HDR video -- 3.1 Motivation -- 3.2 Evaluation of TMOs -- 3.2.1 Parameter calibration -- 3.2.2 Qualitative evaluation experiment -- 3.2.3 Pair-wise comparison experiment -- 3.3 New algorithms -- 3.3.1 Filtering for tone-mapping -- 3.3.2 Tone-curve -- 3.3.3 Noise-awareness -- 3.4 Recent developments -- 3.5 Summary -- 4 Distribution of HDR video -- 4.1 Motivation -- 4.2 Evaluation -- 4.2.1 Setup -- 4.2.2 Results -- 4.2.3 Comparison to HDR10 -- 4.4 Summary -- 4.4.1 Limitations and future work -- 5 Single-exposure HDR image reconstruction -- 5.1 Motivation -- 5.1.1 Relation to inverse tone-mapping -- 5.1.2 Where is the dynamic range? -- 5.2 Deep learning for HDR imaging -- 5.3 Deep learning reconstruction -- 5.3.1 CNN design -- 5.3.2 Training -- 5.3.3 Weight initialization -- 5.3.4 Results -- 5.3.5 Compression artifacts -- 5.3.6 Adversarial training -- 5.4 Summary. 5.4.1 Limitations and future work -- 6 Conclusions -- 6.1 Contributions -- 6.1.1 Tone-mapping -- 6.1.2 Distribution -- 6.1.3 Reconstruction -- 6.2 Outlook -- Bibliography -- Publications. |
author_facet |
Eilertsen, Gabriel. |
author_variant |
g e ge |
author_sort |
Eilertsen, Gabriel. |
title |
The High Dynamic Range Imaging Pipeline : Tone-Mapping, Distribution, and Single-exposure Reconstruction. |
title_sub |
Tone-Mapping, Distribution, and Single-exposure Reconstruction. |
title_full |
The High Dynamic Range Imaging Pipeline : Tone-Mapping, Distribution, and Single-exposure Reconstruction. |
title_fullStr |
The High Dynamic Range Imaging Pipeline : Tone-Mapping, Distribution, and Single-exposure Reconstruction. |
title_full_unstemmed |
The High Dynamic Range Imaging Pipeline : Tone-Mapping, Distribution, and Single-exposure Reconstruction. |
title_auth |
The High Dynamic Range Imaging Pipeline : Tone-Mapping, Distribution, and Single-exposure Reconstruction. |
title_new |
The High Dynamic Range Imaging Pipeline : |
title_sort |
the high dynamic range imaging pipeline : tone-mapping, distribution, and single-exposure reconstruction. |
series |
Linköping Studies in Science and Technology. Dissertations Series ; |
series2 |
Linköping Studies in Science and Technology. Dissertations Series ; |
publisher |
Linkopings Universitet, |
publishDate |
2018 |
physical |
1 online resource (154 pages) |
edition |
1st ed. |
contents |
Intro -- Abstract -- Populärvetenskaplig sammanfattning -- Acknowledgments -- Publications -- Contributions -- Contents -- 1 Introduction -- 1.1 High dynamic range -- 1.1.1 Definition -- 1.1.2 The dynamic range of the HVS -- 1.1.3 Camera and display dynamic range -- 1.1.4 Calibration -- 1.1.5 Applications -- 1.2 Context -- 1.3 Author's contributions -- 1.4 Disposition -- 2 Background -- 2.1 Capturing with HDR cameras -- 2.1.1 Single-exposure HDR cameras -- 2.1.2 Multi-exposure HDR camera systems -- 2.2 HDR reconstruction from conventional sensors -- 2.2.1 Temporally multiplexed exposures -- 2.2.2 Spatially multiplexed exposures -- 2.2.3 Single-exposure techniques -- 2.3 HDR distribution -- 2.3.1 Floating point HDR pixel formats -- 2.3.2 HDR encoding using LDR formats -- 2.4 Tone-mapping -- 2.4.1 Categorization -- 2.4.2 Tone-mapping pipeline -- 2.4.4 Evaluation -- 2.5 HDR displays -- 2.5.1 Professional HDR display devices -- 2.5.2 HDR TVs -- 3 Tone-mapping of HDR video -- 3.1 Motivation -- 3.2 Evaluation of TMOs -- 3.2.1 Parameter calibration -- 3.2.2 Qualitative evaluation experiment -- 3.2.3 Pair-wise comparison experiment -- 3.3 New algorithms -- 3.3.1 Filtering for tone-mapping -- 3.3.2 Tone-curve -- 3.3.3 Noise-awareness -- 3.4 Recent developments -- 3.5 Summary -- 4 Distribution of HDR video -- 4.1 Motivation -- 4.2 Evaluation -- 4.2.1 Setup -- 4.2.2 Results -- 4.2.3 Comparison to HDR10 -- 4.4 Summary -- 4.4.1 Limitations and future work -- 5 Single-exposure HDR image reconstruction -- 5.1 Motivation -- 5.1.1 Relation to inverse tone-mapping -- 5.1.2 Where is the dynamic range? -- 5.2 Deep learning for HDR imaging -- 5.3 Deep learning reconstruction -- 5.3.1 CNN design -- 5.3.2 Training -- 5.3.3 Weight initialization -- 5.3.4 Results -- 5.3.5 Compression artifacts -- 5.3.6 Adversarial training -- 5.4 Summary. 5.4.1 Limitations and future work -- 6 Conclusions -- 6.1 Contributions -- 6.1.1 Tone-mapping -- 6.1.2 Distribution -- 6.1.3 Reconstruction -- 6.2 Outlook -- Bibliography -- Publications. |
isbn |
9789176853023 |
genre |
Electronic books. |
genre_facet |
Electronic books. |
url |
https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=5398293 |
illustrated |
Not Illustrated |
oclc_num |
1037813029 |
work_keys_str_mv |
AT eilertsengabriel thehighdynamicrangeimagingpipelinetonemappingdistributionandsingleexposurereconstruction AT eilertsengabriel highdynamicrangeimagingpipelinetonemappingdistributionandsingleexposurereconstruction |
status_str |
n |
ids_txt_mv |
(MiAaPQ)5005398293 (Au-PeEL)EBL5398293 (CaPaEBR)ebr11558685 (OCoLC)1037813029 |
carrierType_str_mv |
cr |
hierarchy_parent_title |
Linköping Studies in Science and Technology. Dissertations Series ; v.1939 |
is_hierarchy_title |
The High Dynamic Range Imaging Pipeline : Tone-Mapping, Distribution, and Single-exposure Reconstruction. |
container_title |
Linköping Studies in Science and Technology. Dissertations Series ; v.1939 |
marc_error |
Info : MARC8 translation shorter than ISO-8859-1, choosing MARC8. --- [ 856 : z ] |
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