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Facial Kinship Verification

Part of the SpringerBriefs in Computer Science Book Series

DOI: 10.1007/978-981-10-4484-7

ISBN: 978-981-10-4483-0

Publisher: Springer Singapore - Springer Journals

Jun 1, 2017

Available

Introduction to Facial Kinship Verification

Yan, Haibin; Lu, Jiwen

Pages: 1 –5

[In this chapter, we first introduce the background of facial kinship verification and then review the state-of-the-art of facial kinship verification. Lastly, we outline the organization of the book.]
Available

Feature Learning for Facial Kinship Verification

Yan, Haibin; Lu, Jiwen

Pages: 7 –36

[In this chapter, we discuss feature learning techniques for facial kinship verification. We first review two well-known hand-crafted facial descriptors including local binary patterns (LBP) and the Gabor feature. Then, we introduce a compact binary face descriptor (CBFD) method which learns face...
Available

Metric Learning for Facial Kinship Verification

Yan, Haibin; Lu, Jiwen

Pages: 37 –62

[In this chapter, we discuss metric learning techniques for facial kinship verification. We first review several conventional and representative metric learning methods, including principal component analysis (PCA), linear discriminant analysis (LDA), locality preserving projections (LPP),...
Available

Video-Based Facial Kinship Verification

Yan, Haibin; Lu, Jiwen

Pages: 63 –80

[In this chapter, we investigate the problem of video-based kinship verification via human face analysis. While several attempts have been made on facial kinship verification from still images, to our best knowledge, the problem of video-based kinship verification has not been formally addressed...
Available

Conclusions and Future Work

Yan, Haibin; Lu, Jiwen

Pages: 81 –82

[In this chapter, we make some conclusions for the research results of existing facial kinship verification methods. Then, we suggest some possible interesting future direction for facial kinship verification in the next few years.]

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