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Heterogeneous Facial Analysis and Synthesis

By: Yi Li,Huaibo Huang,Ran He,Tieniu Tan

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Heterogeneous Facial Analysis and Synthesis

By: Yi Li,Huaibo Huang,Ran He,Tieniu Tan

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.

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Page Count

104

Publisher

Springer Nature

Published Date

ISBN 10

9811391483

ISBN 13

9789811391484

Heterogeneous Facial Analysis and Synthesis

By: Yi Li,Huaibo Huang,Ran He,Tieniu Tan

Write a review Read reviews Take a Quiz Solve Book Puzzle

Heterogeneous Facial Analysis and Synthesis

By: Yi Li,Huaibo Huang,Ran He,Tieniu Tan

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.

Average ratings

N/A

5

0%

4

0%

3

0%

2

0%

1

0%

Solve jigsaw puzzle

Age

Page Count

104

Publisher

Springer Nature

Published Date

ISBN 10

9811391483

ISBN 13

9789811391484