Skip to main content

Enhanced Lips Detection and Tracking System

  • Conference paper
Visual Informatics: Bridging Research and Practice (IVIC 2009)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 5857))

Included in the following conference series:

  • 2991 Accesses

Abstract

In this paper, an adjustable processing window based on lips-skin ratio is proposed to enhance the lips detection and tracking algorithm presented in [1]. The algorithm suggested in [1] is only working well if the tracked subject is moving horizontally with the same lips size. The fixed small window is failed to be used to capture the whole lips region which gradually increased when the subject moves towards the detection device. In this paper, a lips-skin ratio is keep tracked to ensure that in every small window, the entire lips region is properly encircled which a certain skin region. If the obtained ratio is greater than the threshold, means the lips region has exited the window; the size of window is hence adjusted till it satisfies the threshold value. The proposed approach is adapted into [1] and the simulation results have manifested an improvement of the overall watershed lips segmentation and detection system.

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 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
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

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Chin, S.W., Seng, K.P., Ang, L.-M., Lim, K.H.: New Lips Detection and Tracking System. In: Proceedings of the International MultiConference of Engineers and Computer Scientists, IMECS 2009, Hong Kong, vol. I (March 18 - 20, 2009)

    Google Scholar 

  2. Lewis, T.W., Powers, D.M.W.: Audio-visual speech recognition using red exclusion and neural networks. Journal of Research and Prac. In. Info. Tech. 35(1), 41–63 (2003)

    Google Scholar 

  3. Kaucic, R., Dalton, B., Blake, A.: Real-time lip tracking for audio-visual speech recognition applications. In: Buxton, B.F., Cipolla, R. (eds.) ECCV 1996. LNCS, vol. 1065, pp. 376–387. Springer, Heidelberg (1996)

    Google Scholar 

  4. Zhang, X.Z., Broun, C.C., Mersereau, R.M., Clements, M.A.: Automatic speech reading with applications to human-computer interfaces. Eurasip Journal on Applied Signal Processing 2002(11), 1228–1247

    Google Scholar 

  5. Zhang, J.-M., Wang, L.-M., Niu, D.-J., Zhan, Y.-Z.: Research and implementation of a real time approach to lip detection in video sequence. In: Int. Conf. on Machine Learning and Cybernetics. IEEE, Los Alamitos (2003)

    Google Scholar 

  6. Dargham, J.A., Chekima, A.: Lips detection in the normalized RGB color scheme. In: 2nd ICTTA 2006, Inf. And Comm.Tech., IEEE, Los Alamitos (2006)

    Google Scholar 

  7. Wark, T., Sridharan, S.: A syntactic approach to automatic lip feature extraction for speaker identification. In: Proc. of the, IEEE Int. conf. on Acoustic, Speech, and Signal Processing (1998)

    Google Scholar 

  8. Yeong, L.S., Ang, L.-M., Seng, K.P.: Closed boundary face detection in grayscale images using watershed segmentation and DSFPN. In: Int. Sym. on Intelligent Signal Processing and Comm. Sys. IEEE, Los Alamitos (2008)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2009 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Sadaghiani, M.H., Seng, K.P., Wen Chin, S., Ang, LM. (2009). Enhanced Lips Detection and Tracking System. In: Badioze Zaman, H., Robinson, P., Petrou, M., Olivier, P., Schröder, H., Shih, T.K. (eds) Visual Informatics: Bridging Research and Practice. IVIC 2009. Lecture Notes in Computer Science, vol 5857. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-05036-7_25

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-05036-7_25

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-05035-0

  • Online ISBN: 978-3-642-05036-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics