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

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.

Product details

• Authors: Chengchao Qu
• Publisher: KIT Scientific Publishing
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2018
• EAN: 9783731508281
• ISBN: 978-3-7315-0828-1
• No. of pages: 234
• Dimensions: 148 mm x 210 mm x 14 mm
• Weight: 445 g
• Illustrations: graph. Darst.
• Series: Karlsruher Schriften zur Anthropomatik; Karlsruher Schriften zur Anthropomatik
• Subjects: Guides; Natural sciences, medicine, IT, technology > IT, data processing