Open Access Book
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Facial Texture Super-Resolution by Fitting 3D Face Models

Author: Qu, Chengchao
Source: Directory of Open Access Books
Publisher: KIT Scientific Publishing
ISBN: 9783731508281
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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.