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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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Hovedforfatter: Qu, Chengchao
Format: Online
Sprog:engelsk
Udgivet: KIT Scientific Publishing 2021
Fag:
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
Online adgang:34223
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Summary: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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