Buch: Facial Texture Super-Resolution by Fitting 3D Face Models
Facial Texture Super-Resolution by Fitting 3D Face Models
2018, 234  S., graph. Darst. 210 mm, Softcover
Sprache: Englisch
KIT Scientific Publishing
ISBN 978-3-7315-0828-1

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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