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. ...
DETAILS
Facial Texture Super-Resolution by Fitting 3D Face Models
Dissertationsschrift
Qu, Chengchao
Kartoniert, 234 S.
graph. Darst.
Sprache: Englisch
21 cm
ISBN-13: 978-3-7315-0828-1
Titelnr.: 73658024
Gewicht: 445 g
KIT Scientific Publishing (2018)
Karlsruher Institut für Technologie (KIT Scientific Publishing c/o KIT-Bibliothek
Straße am Forum 2
76131 Karlsruhe, Baden
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