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Facial Texture Super-Resolution by Fitting 3D Face Models
Abstract
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- doc-type:doctoralThesis
- Text
- info:eu-repo/semantics/doctoralThesis
- dissertation
- info:eu-repo/semantics/publishedVersion
- 3D
- Superresolution
- Gesichtsmodellierung
- Gesichtsanalyse
- 3D
- Super-Resolution
- Face Hallucination
- Face Modeling
- Face Analysis
- ddc:004
- DATA processing & computer science
- info:eu-repo/classification/ddc/004
Similar works
This paper was published in KITopen.
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