Facial Texture Super-Resolution by Fitting 3D Face Models
This book proposes to solve the low-resolution (LR) facial analysis problem with 3D face super-resolution (FSR). A complete processing chain is presented towards effective 3D FSR in real world. To deal with the extreme challenges of incorporating 3D modeling under the ill-posed LR condition, a novel...
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| Formato: | Online |
| Idioma: | inglês |
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KIT Scientific Publishing
2021
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| Acesso em linha: | 34223 |
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| _version_ | 1869531409641635840 |
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| author | Qu, Chengchao |
| author_browse | Qu, Chengchao |
| author_facet | Qu, Chengchao |
| author_sort | Qu, Chengchao |
| collection | Directory of Open Access Books |
| description | This book proposes to solve the low-resolution (LR) facial analysis problem with 3D face super-resolution (FSR). A complete processing chain is presented towards effective 3D FSR in real world. To deal with the extreme challenges of incorporating 3D modeling under the ill-posed LR condition, a novel workflow coupling automatic localization of 2D facial feature points and 3D shape reconstruction is developed, leading to a robust pipeline for pose-invariant hallucination of the 3D facial texture. |
| format | Online |
| id | doab-20.500.12854ir-47311 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-473112023-12-20T18:40:52Z Facial Texture Super-Resolution by Fitting 3D Face Models Qu, Chengchao QA75.5-76.95 Super-Resolution 3D Gesichtsanalyse Superresolution Gesichtsmodellierung Face Hallucination Face Analysis Face Modeling bic Book Industry Communication::U Computing & information technology::UY Computer science This book proposes to solve the low-resolution (LR) facial analysis problem with 3D face super-resolution (FSR). A complete processing chain is presented towards effective 3D FSR in real world. To deal with the extreme challenges of incorporating 3D modeling under the ill-posed LR condition, a novel workflow coupling automatic localization of 2D facial feature points and 3D shape reconstruction is developed, leading to a robust pipeline for pose-invariant hallucination of the 3D facial texture. 2021-02-11T13:23:34Z 2021-02-11T13:23:34Z 2019-07-28 18:37:01 2018 book 34223 18636489 9783731508281 https://directory.doabooks.org/handle/20.500.12854/47311 eng Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB Karlsruhe image/jpeg Attribution-ShareAlike 4.0 International https://www.ksp.kit.edu/9783731508281 KIT Scientific Publishing 10.5445/KSP/1000085134 10.5445/KSP/1000085134 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731508281 ix, 205 p. open access |
| spellingShingle | QA75.5-76.95 Super-Resolution 3D Gesichtsanalyse Superresolution Gesichtsmodellierung Face Hallucination Face Analysis Face Modeling bic Book Industry Communication::U Computing & information technology::UY Computer science Qu, Chengchao Facial Texture Super-Resolution by Fitting 3D Face Models |
| title | Facial Texture Super-Resolution by Fitting 3D Face Models |
| title_full | Facial Texture Super-Resolution by Fitting 3D Face Models |
| title_fullStr | Facial Texture Super-Resolution by Fitting 3D Face Models |
| title_full_unstemmed | Facial Texture Super-Resolution by Fitting 3D Face Models |
| title_short | Facial Texture Super-Resolution by Fitting 3D Face Models |
| title_sort | facial texture super resolution by fitting 3d face models |
| topic | QA75.5-76.95 Super-Resolution 3D Gesichtsanalyse Superresolution Gesichtsmodellierung Face Hallucination Face Analysis Face Modeling bic Book Industry Communication::U Computing & information technology::UY Computer science |
| topic_facet | QA75.5-76.95 Super-Resolution 3D Gesichtsanalyse Superresolution Gesichtsmodellierung Face Hallucination Face Analysis Face Modeling bic Book Industry Communication::U Computing & information technology::UY Computer science |
| url | 34223 |
| work_keys_str_mv | AT quchengchao facialtexturesuperresolutionbyfitting3dfacemodels |