Skip to main content
SpringerLink
Log in

Facial Biometrics: From Security to Biomedical Applications

  • Chapter
  • First Online:
Biometrics under Biomedical Considerations

Part of the book series: Series in BioEngineering ((SERBIOENG))

Abstract

This chapter is entitled “Facial Biometrics: From Security to Biomedical Applications”. The aim of this chapter is to bridge the gap between classical facial recognition approaches which are commonly considered for identification or verification i.e. security applications with some extended or adjusted systems related to Biomedical-engineering field.

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

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 139.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 179.99
Price excludes VAT (USA)
  • Durable hardcover 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

Institutional subscriptions

References

  1. A. Naït-Ali, R. Fournier (eds), Signal and Image Processing for Biometrics (ISTE-Wiley, 2012). ISBN: 9781848213852

    Google Scholar 

  2. By Machine Elf 1735. By Machine Elf 1735—Own work, Public Domain, https://commons.wikimedia.org/w/index.php?curid=13285286

  3. By Gray, vectorized by Mysid, coloured by was_a_bee. - File:Gray727.svg, Public Domain, https://commons.wikimedia.org/w/index.php?curid=8886915

  4. By Loïc Le Meur - Flickr: Loïc Le Meur on Google Glass, CC BY 2.0, https://commons.wikimedia.org/w/index.php?curid=26050963

  5. I. Kennerknecht, T. Grueter, B. Welling, S. Wentzek, J. Horst, S. Edwards, M. Grueter, First report of prevalence of non-syndromic hereditary prosopagnosia (HPA). Am. J. Med. Genet. A. 140(1–22) (2006)

    Google Scholar 

  6. K. Wang, J. Luo, Detecting visually observable disease symptoms from faces. EURASIP J. Bioinform. Syst. Biol. 2016(1), 13 (2018)

    Article  Google Scholar 

  7. M. Liu, Z. Guo, Hepatitis diagnosis using facial color image, in Proceedings of the 1st International Conference on Medical Biometrics (ICMB 2008), ed. by Z. David (Springer, Berlin, 2008), pp. 160–167

    Google Scholar 

  8. W.S.W. Samsudin, K. Sundaraj, Image processing on facial paralysis for facial rehabilitation system: a review, in 2012 IEEE International Conference on Control System Computing and Engineering (ICCSCE), 2012, pp. 259–263

    Google Scholar 

  9. Biometrics Group, http://www.amine-nait-ali.org

  10. Y. Le Cun, Y. Bengio, G. Hinton, Deep learning. Nature 521, 436–444 (2015)

    Article  Google Scholar 

  11. By Roshu Bangal—Own work, CC BY-SA 4.0, https://commons.wikimedia.org/w/index.php?curid=47832556

  12. User:RicHard-59—Own work, CC BY-SA 3.0, https://commons.wikimedia.org/w/index.php?curid=40915844

  13. Q. Ferry, J. Steinberg, C. Webber, D.R. Fitzpatrick, C.P. Ponting, A. Zisserman, C. Nellåker, Diagnostically relevant facial gestalt information from ordinary photos. eLife 3, e02020 (2014). https://doi.org/10.7554/elife.02020

    Article  Google Scholar 

  14. P. Hammond, The use of 3D face shape modelling in dysmorphology. Arch. Dis. Child. 92, 1120–1126 (2007)

    Article  Google Scholar 

  15. H.S. Loos, D. Wieczorek, R.P. Wurtz, C. Von Der Malsburg, B. Horsthemke, Computer-based recognition of dysmorphic faces. Eur. J. Hum. Genet. 11, 555–560 (2003)

    Article  Google Scholar 

  16. F. Liu, F. van der Lijn, C. Schurmann, G. Zhu, M.M. Chakravarty, P.G. Hysi et al., A genome-wide association study identifies five loci influencing facial morphology in Europeans. PLoS Genet. 8(9), e1002932 (2012). https://doi.org/10.1371/journal.pgen.1002932

    Article  Google Scholar 

  17. L. Paternoster, A.I. Zhurov, A.M. Toma, J.P. Kemp, B.S. Pourcain, N.J. Timpson, et al., Genome-wide association study of three-dimensional facial morphology identifies a variant in PAX3 associated with nasion position. Am. J. Hum. Genet. 90, 478–485 (2012). (pmid:22341974)

    Article  Google Scholar 

  18. P. Claes, D.K. Liberton, K. Daniels, K.M. Rosana, E.E. Quillen, L.N. Pearson et al., Modeling 3D facial shape from DNA. PLoS Genet. 10(3), e1004224 (2014). https://doi.org/10.1371/journal.pgen.1004224

    Article  Google Scholar 

  19. J.R. Shaffer, E. Orlova, M.K. Lee, E.J. Leslie, Z.D. Raffensperger, C.L. Heike et al., Genome-wide association study reveals multiple loci influencing normal human facial morphology. PLoS Genet. 12(8), e1006149 (2016). https://doi.org/10.1371/journal.pgen.1006149

    Article  Google Scholar 

  20. P. Claes, J. Roosenboom, J.D. White, T. Swigut, D. Sero, J. Li, M.K. Lee, A. Zaidi, B.C. Mattern, C. Liebowitz, L. Pearson, T. González, E.J. Leslie, J.C. Carlson, E. Orlova, P. Suetens, D. Vandermeulen, E. Feingold, M.L. Marazita, J.R. Shaffer, J. Wysocka, M.D. Shriver, S.M. Weinberg, Genome-wide mapping of global-to-local genetic effects on human facial shape. Nature Genet. (2018). https://doi.org/10.1038/s41588-018-0057-4

    Article  Google Scholar 

  21. C. Lippert, R. Sabatini, M. Cyrus Maher, E.Y. Kang, S. Lee, O. Arikan, A. Harley, A. Bernal, P. Garst, V. Lavrenko, K. Yocum, T. Wong, M. Zhu, W.-Y. Yang, C. Chang, T. Lu, C.W.H. Lee, B. Hicks, S. Ramakrishnan, H. Tang, C. Xie, J. Piper, S. Brewerton, Y. Turpaz, A. Telenti, R.K. Roby, F.J. Och, J. Craig Venter, Identification of individuals by trait prediction using whole-genome sequencing data. PNAS 114(38), 10166–10171 (2017). https://doi.org/10.1073/pnas.1711125114

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Université Paris-Est, LiSSi, UPEC, 94400, Vitry-sur-Seine, France

    Amine Nait-Ali

Authors
  1. Amine Nait-Ali
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Amine Nait-Ali .

Editor information

Editors and Affiliations

  1. Laboratoire Images, Signaux et Systèmes Intelligents, University Paris-­‐Est Créteil (UPEC), Vitry-sur-Seine, France

    Amine Nait-Ali

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Singapore Pte Ltd.

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Nait-Ali, A. (2019). Facial Biometrics: From Security to Biomedical Applications. In: Nait-Ali, A. (eds) Biometrics under Biomedical Considerations. Series in BioEngineering. Springer, Singapore. https://doi.org/10.1007/978-981-13-1144-4_7

Download citation

  • DOI: https://doi.org/10.1007/978-981-13-1144-4_7

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-13-1143-7

  • Online ISBN: 978-981-13-1144-4

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics

Search

Navigation