Facial Kinship Verification A Machine Learning Approach /

• Main Authors: Yan, Haibin (Author), Lu, Jiwen (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
• Series: SpringerBriefs in Computer Science,
• Subjects: Computer science.; Image processing.; Pattern recognition.; Biometrics (Biology).; Computer Science.; Image Processing and Computer Vision.; Pattern Recognition.; Biometrics.

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 verifi...

Table of Contents:

• 1. Introduction to Facial Kinship Verification
• 2. Feature Learning for Facial Kinship Verification
• 3. Metric Learning for Facial Kinship Verification
• 4. Video-Based Facial Kinship Verification
• 5. Conclusions and Future Work.