Facial Texture Super-Resolution by Fitting 3D Face Models

• Main Author: Qu, Chengchao (auth)
• Format: Electronic Book Chapter
• Language: English
• Published: KIT Scientific Publishing 2018
• Series: Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB Karlsruhe
• Subjects: Super-Resolution; 3D; Gesichtsanalyse; Superresolution; Gesichtsmodellierung; Face Hallucination; Face Analysis; Face Modeling
• Online Access: DOAB: download the publication; DOAB: description of the publication

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...