Facial Texture Super-Resolution by Fitting 3D Face Models

Format:

Book

Author/Creator:

Qu, Chengchao

Series:

Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB Karlsruhe

Language:

English

Physical Description:

1 online resource (ix, 205 p. p.)

Place of Publication:

KIT Scientific Publishing 2018

Language Note:

English

Summary:

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.

ISBN:

1000085134