Yi Li

(Author)

Heterogeneous Facial Analysis and Synthesis (2020)Paperback - 2020, 25 June 2020

Heterogeneous Facial Analysis and Synthesis (2020)
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Part of Series
Springerbriefs in Computer Science
Print Length
97 pages
Language
English
Publisher
Springer
Date Published
25 Jun 2020
ISBN-10
9811391475
ISBN-13
9789811391477

Description

This book presents a comprehensive review of heterogeneous face analysis and synthesis, ranging from the theoretical and technical foundations to various hot and emerging applications, such as cosmetic transfer, cross-spectral hallucination and face rotation. Deep generative models have been at the forefront of research on artificial intelligence in recent years and have enhanced many heterogeneous face analysis tasks. Not only has there been a constantly growing flow of related research papers, but there have also been substantial advances in real-world applications. Bringing these together, this book describes both the fundamentals and applications of heterogeneous face analysis and synthesis. Moreover, it discusses the strengths and weaknesses of related methods and outlines future trends.

Offering a rich blend of theory and practice, the book represents a valuable resource for students, researchers and practitioners who need to construct face analysis systems with deep generative networks.

Product Details

Authors:
Yi LiHuaibo HuangRan HeTieniu Tan
Book Edition:
2020
Book Format:
Paperback
Country of Origin:
NL
Date Published:
25 June 2020
Dimensions:
23.39 x 15.6 x 0.56 cm
ISBN-10:
9811391475
ISBN-13:
9789811391477
Language:
English
Location:
Singapore
Pages:
97
Publisher:
Weight:
163.29 gm

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