Skip to main content

Face Tracking

  • Reference work entry
  • First Online:
Encyclopedia of Biometrics

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 899.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 549.99
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. S. Zhou, V. Krueger, R. Chellappa, Probabilistic recognition of human faces from video. Comput. Vis. Image Underst. 91, 214–245 (2003)

    Google Scholar 

  2. P. Fua, Regularized bundle-adjustment to model heads from image sequences without calibration data. Int. J. Comput. Vis. 38, 153–171 (2000)

    MATH  Google Scholar 

  3. Y. Shan, Z. Liu, Z. Zhang, Model-based bundle adjustment with application to face modeling, in Proceedings of IEEE International Conference on Computer Vision, Vancouver, 2001, pp. 644–651

    Google Scholar 

  4. A. Roy-Chowdhury, R. Chellappa, R. Gupta, 3D face modeling from monocular video sequences, in Face Processing: Advanced Modeling and Methods, ed. by W. Zhao, R. Chellappa (Academic, New York, 2005)

    Google Scholar 

  5. W. Zhao, R. Chellappa, P. Phillips, A. Rosenfeld, Face recognition: a literature survey. ACM Trans. (2003)

    Google Scholar 

  6. S. Baker, I. Matthews, Lucas-Kanade 20 years on: a unifying framework. Int. J. Comput. Vis. 56, 221–255 (2004)

    Google Scholar 

  7. Y. Xu, A. Roy-Chowdhury, Integrating motion, illumination and structure in video sequences, with applications in illumination-invariant tracking. IEEE Trans. Pattern Anal. Mach. Intell. 29, 793–806 (2007)

    Google Scholar 

  8. D. Luenburger, Optimization by Vector Space Methods (Wiley, New York, 1969)

    Google Scholar 

  9. G.D. Hager, P. Belhumeur, Efficient region tracking with parametric models of geometry and illumination. IEEE Trans. Pattern Anal. Mach. Intell. 20, 1025–1039 (1998)

    Google Scholar 

  10. S. Koterba, S. Baker, I. Matthews, C. Hu, H. Xiao, J. Cohn, T. Kanade, Multi-view aam fitting and camera calibration, in IEEE International Conference on Computer Vision, Beijing, 2005

    Google Scholar 

  11. V. Lepetit, P. Fua, Monocular Model-Based 3D Tracking of Rigid Objects (Now Publishers, Hanover, 2005)

    Google Scholar 

  12. B. Fasel, J. Luettin, Automatic facial expression analysis: a survey. Pattern Recognit. 86, 259–275 (2003)

    Google Scholar 

  13. D. Terzopoulos, K. Waters, Analysis and synthesis of facial image sequences using physical and anatomical models. IEEE Trans. Pattern Anal. Mach. Intell. 15, 569–579 (1993)

    Google Scholar 

  14. M. Black, Y. Yacoob, Tracking and recognizing rigid and non-rigid facial motions using local parametric models of image motion, in International Conference on Computer Vision, Cambridge, 1995, pp. 374–381

    Google Scholar 

  15. V. Blanz, T. Vetter, Face recognition based on fitting a 3D morphable model. IEEE Trans. Pattern Anal. Mach. Intell. 25, 1063–1074 (2003)

    Google Scholar 

  16. M. Arulampalam, A. Maskell, N. Gordon, T. Clapp, A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking. IEEE Trans. Signal Process. 50, 174–188 (2002)

    Google Scholar 

  17. G. Dedeoglu, S. Baker, T. Kanade, Resolution-aware fitting of active appearance models to low-resolution images, in European Conference on Computer Vision, Graz, 2006

    Google Scholar 

  18. J. Yu, B. Bhanu, Y. Xu, A. Roy-Chowdhury, Super-resolved facial texture under changing pose and illumination, in International Conference on Image Processing, San Antonio, 2007

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer Science+Business Media New York

About this entry

Cite this entry

Roy-Chowdhury, A.K., Xu, Y. (2015). Face Tracking. In: Li, S.Z., Jain, A.K. (eds) Encyclopedia of Biometrics. Springer, Boston, MA. https://doi.org/10.1007/978-1-4899-7488-4_90

Download citation

Publish with us

Policies and ethics