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
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsReferences
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)
Dal Martello, M., Maloney, L.: Where are kin recognition signals in the human face? J. Vis. 6(12), 1356–1366 (2006)
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)
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)
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)
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)
Fang, R., Gallagher, A.C., Chen, T., Loui, A.: Kinship classification by modeling facial feature heredity, pp. 2983–2987 (2013)
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)
Guo Yuanhao, D.H., Maaten, L.v.d.: Graph-based kinship recognition. In: International Conference on Pattern Recognition, pp. 4287–4292 (2014)
Guo, G., Wang, X.: Kinship measurement on salient facial features. IEEE Trans. Instrum. Meas. 61(8), 2322–2325 (2012)
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)
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)
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)
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)
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)
Somanath, G., Kambhamettu, C.: Can faces verify blood-relations? In: IEEE International Conference on Biometrics: Theory, Applications and Systems, pp. 105–112 (2012)
Xia, S., Shao, M., Fu, Y.: Toward kinship verification using visual attributes. In: IEEE International Conference on Pattern Recognition, pp. 549–552 (2012)
Xia, S., Shao, M., Luo, J., Fu, Y.: Understanding kin relationships in a photo. IEEE Trans. Multimed. 14(4), 1046–1056 (2012)
Yan, H., Lu, J., Deng, W., Zhou, X.: Discriminative multimetric learning for kinship verification. IEEE Trans. Inf. Forensics Secur. 9(7), 1169–1178 (2014)
Yan, H., Lu, J., Zhou, X.: Prototype-based discriminative feature learning for kinship verification. IEEE Trans. Cybern. 45(11), 2535–2545 (2015)
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)
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)
Author information
Authors and Affiliations
Corresponding author
Rights 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)