Skip to main content

Introduction to Facial Kinship Verification

  • Chapter
  • First Online:
  • 602 Accesses

Part of the book series: SpringerBriefs in Computer Science ((BRIEFSCOMPUTER))

Abstract

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.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. Alvergne, A., Oda, R., Faurie, C., Matsumoto-Oda, A., Durand, V., Raymond, M.: Cross-cultural perceptions of facial resemblance between kin. J. Vis. 9(6), 1–10 (2009)

    Article  Google Scholar 

  2. Dal Martello, M., Maloney, L.: Where are kin recognition signals in the human face? J. Vis. 6(12), 1356–1366 (2006)

    Google Scholar 

  3. DeBruine, L., Smith, F., Jones, B., Craig Roberts, S., Petrie, M., Spector, T.: Kin recognition signals in adult faces. Vis. Res. 49(1), 38–43 (2009)

    Google Scholar 

  4. Deng, W., Hu, J., Guo, J.: Extended SRC: undersampled face recognition via intraclass variant dictionary. IEEE Trans. Pattern Anal. Mach. Intell. 34(9), 1864–1870 (2012)

    Article  Google Scholar 

  5. Dibeklioglu, H., Salah, A.A., Gevers, T.: Like father, like son: facial expression dynamics for kinship verification. In: IEEE International Conference on Computer Vision, pp. 1497–1504 (2013)

    Google Scholar 

  6. Du, S., Ward, R.K.: Improved face representation by nonuniform multilevel selection of gabor convolution features. IEEE Trans. Syst. Man Cybern. Part B: Cybern. 39(6), 1408–1419 (2009)

    Article  Google Scholar 

  7. Fang, R., Gallagher, A.C., Chen, T., Loui, A.: Kinship classification by modeling facial feature heredity, pp. 2983–2987 (2013)

    Google Scholar 

  8. Fang, R., Tang, K., Snavely, N., Chen, T.: Towards computational models of kinship verification. In: IEEE International Conference on Image Processing, pp. 1577–1580 (2010)

    Google Scholar 

  9. Guo Yuanhao, D.H., Maaten, L.v.d.: Graph-based kinship recognition. In: International Conference on Pattern Recognition, pp. 4287–4292 (2014)

    Google Scholar 

  10. Guo, G., Wang, X.: Kinship measurement on salient facial features. IEEE Trans. Instrum. Meas. 61(8), 2322–2325 (2012)

    Article  Google Scholar 

  11. Kaminski, G., Dridi, S., Graff, C., Gentaz, E.: Human ability to detect kinship in strangers’ faces: effects of the degree of relatedness. Proc. R. Soc. B: Biol. Sci. 276(1670), 3193–3200 (2009)

    Article  Google Scholar 

  12. Kohli, N., Singh, R., Vatsa, M.: Self-similarity representation of weber faces for kinship classification. In: IEEE International Conference on Biometrics: Theory, Applications, and Systems, pp. 245–250 (2012)

    Google Scholar 

  13. Kohli, N., Vatsa, M., Singh, R., Noore, A., Majumdar, A.: Hierarchical representation learning for kinship verification. IEEE Trans. Image Process. 26(1), 289–302 (2017)

    Article  MathSciNet  Google Scholar 

  14. Lu, J., Hu, J., Zhou, X., Zhou, J., Castrillòn-Santana, M., Lorenzo-Navarro, J., Bottino, A.G., Vieira, T.: Kinship verification in the wild: the first kinship verification competition. In: IAPR/IEEE Joint Conference on Biometrics, pp. 1–6 (2014)

    Google Scholar 

  15. Lu, J., Zhou, X., Tan, Y.P., Shang, Y., Zhou, J.: Neighborhood repulsed metric learning for kinship verification. IEEE Trans. Pattern Anal. Mach. Intell. 34(2), 331–345 (2014)

    Google Scholar 

  16. Somanath, G., Kambhamettu, C.: Can faces verify blood-relations? In: IEEE International Conference on Biometrics: Theory, Applications and Systems, pp. 105–112 (2012)

    Google Scholar 

  17. Xia, S., Shao, M., Fu, Y.: Toward kinship verification using visual attributes. In: IEEE International Conference on Pattern Recognition, pp. 549–552 (2012)

    Google Scholar 

  18. Xia, S., Shao, M., Luo, J., Fu, Y.: Understanding kin relationships in a photo. IEEE Trans. Multimed. 14(4), 1046–1056 (2012)

    Article  Google Scholar 

  19. Yan, H., Lu, J., Deng, W., Zhou, X.: Discriminative multimetric learning for kinship verification. IEEE Trans. Inf. Forensics Secur. 9(7), 1169–1178 (2014)

    Article  Google Scholar 

  20. Yan, H., Lu, J., Zhou, X.: Prototype-based discriminative feature learning for kinship verification. IEEE Trans. Cybern. 45(11), 2535–2545 (2015)

    Article  Google Scholar 

  21. Zhou, X., Hu, J., Lu, J., Shang, Y., Guan, Y.: Kinship verification from facial images under uncontrolled conditions. In: ACM International Conference on Multimedia, pp. 953–956 (2011)

    Google Scholar 

  22. Zhou, X., Lu, J., Hu, J., Shang, Y.: Gabor-based gabor-based gradient orientation pyramid for kinship verification under uncontrolled environments. In: ACM International Conference on Multimedia, pp. 725–728 (2012)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Haibin Yan .

Rights and permissions

Reprints and permissions

Copyright information

© 2017 The Author(s)

About this chapter

Cite this chapter

Yan, H., Lu, J. (2017). Introduction to Facial Kinship Verification. In: Facial Kinship Verification. SpringerBriefs in Computer Science. Springer, Singapore. https://doi.org/10.1007/978-981-10-4484-7_1

Download citation

  • DOI: https://doi.org/10.1007/978-981-10-4484-7_1

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-4483-0

  • Online ISBN: 978-981-10-4484-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics