Facial Texture Super-Resolution by Fitting 3D Face Models : Dissertationsschrift

ISBN-13: 9783731508281 / Angielski / Miękka / 2018 / 234 str.

Chengchao Qu

Opis

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.