Facial Texture Super-Resolution by Fitting 3D Face Models

• Tác giả: Chengchao Qu
• Ngôn ngữ: eng
• ISBN-13: 978-3731508281
• ISBN: KSP/1000085134
• Ký hiệu phân loại: 006.69 Special topics in computer graphics
• Thông tin xuất bản: KIT Scientific Publishing, 2018
• Mô tả vật lý: 1 electronic resource (ix, 205 p. p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 231539

Tóm tắt

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.