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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Bibliographic Details
Format: eBook
Language:English
Published: KIT Scientific Publishing 2018
Series:Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB Karlsruhe
Subjects:
3D
Online Access:Open Access: DOAB: description of the publication
Open Access: DOAB, download the publication
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520 |a 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. 
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653 |a 3D 
653 |a Face Analysis 
653 |a Face Hallucination 
653 |a Face Modeling 
653 |a Gesichtsanalyse 
653 |a Gesichtsmodellierung 
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653 |a Superresolution 
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