Facial kinship verification : a machine learning approach / Haibin Yan, Jiwen Lu.
2017
TK7882.B56
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Details
Title
Facial kinship verification : a machine learning approach / Haibin Yan, Jiwen Lu.
Author
Yan, Haibin, author.
ISBN
9789811044847 (electronic book)
9811044848 (electronic book)
9789811044830
9811044848 (electronic book)
9789811044830
Published
Singapore : Springer, [2017]
Copyright
©2017
Language
English
Description
1 online resource.
Call Number
TK7882.B56
Dewey Decimal Classification
006.4
Summary
This book provides the first systematic study of facial kinship verification, a new research topic in biometrics. It presents three key aspects of facial kinship verification: 1) feature learning for kinship verification, 2) metric learning for kinship verification, and 3) video-based kinship verification, and reviews state-of-the-art research findings on facial kinship verification. Many of the feature-learning and metric-learning methods presented in this book can also be easily applied for other face analysis tasks, e.g., face recognition, facial expression recognition, facial age estimation and gender classification. Further, it is a valuable resource for researchers working on other computer vision and pattern recognition topics such as feature-learning-based and metric-learning-based visual analysis.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (viewed June 8, 2017).
Added Author
Lu, Jiwen, author.
Series
SpringerBriefs in computer science.
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