499
Views
23
CrossRef citations to date
0
Altmetric
Articles

Robust contour tracking in ultrasound tongue image sequences

, , , , , , & show all
Pages 313-327 | Received 15 Feb 2015, Accepted 17 Oct 2015, Published online: 20 Jan 2016

References

  • Akgul, Y. S., Kambhamettu, C., & Stone, M. (1999). Automatic extraction and tracking of the tongue contours. IEEE Transactions on Medical Imaging, 18(10), 1035–1045.
  • Akgul, Y. S., & Kambhamettu, C. (1999). A new multi-level framework for deformable contour optimization. IEEE international conference on computer vision and pattern recognition, June 1999, Collins, Colorado, USA.
  • Al Kork, S.K., Jaumard-Hakoun, A., Adda-Decker, M., Amelot, A., CrevierBuchman, L., Chawah, P., Dreyfus, G., Fux, T., Pillot, C., Roussel, P., Stone, M., Xu, K., & Denby, B. (2014). A multi-sensor helmet to capture rare singing, an intangible cultural heritage study. International seminar on speech production. May 2014, Cologne, Germany.
  • Articulate Instruments Ltd. (2012). Articulate assistant advanced user guide: Version 2.14. Edinburgh, UK: Articulate Instruments Ltd.
  • Cai, J., Hueber, T., Manitsaris, S., Roussel, P., Crevier-Buchman, L., Stone, M., Pillot-Loiseau, C., Chollet, G., Dreyfus, G., & Denby, B. (2013). Vocal tract imaging system for post-laryngectomy voice replacement. IEEE international conference on international instrumentation and measurement technology conference (I2MTC) (pp. 676–680), May 2013, Minneapolis, Minnesota, USA
  • Cai, J., Denby, B., Roussel, P., Dreyfus, G., & Crevier-Buchman, L. (2011). Recognition and real time performance of a lightweight ultrasound based silent speech interface employing a language model. Annual conference of the international speech communication association (InterSpeech), August 2011, Florence, Italy
  • Candès, E. J., Li, X., Ma, Y., & Wright, J. (2011). Robust principal component analysis? Journal of the ACM, 58(3), 1–37.
  • Denby, B., Schultz, T., Honda, K., Hueber, T., Gilbert, J. M., & Brumberg, J. S. (2010). Silent speech interfaces. Speech Communication, 52(4), 270–287.
  • Mehul. (2013). Complex-wavelet structural similarity index. Retrieved 15 October, 2014, from http://www.mathworks.com/matlabcentral/fileexchange/43017-complex-wavelet-structural-similarity-index-cw-ssim/content/cwssim_index.m
  • Fasel, I., & Berry, J. (2010). Deep belief networks for real-time extraction of tongue contours from ultrasound during speech. IEEE international conference on pattern recognition (ICPR) (pp. 1493–1496), August 2010, Istanbul, Turkey.
  • Jaumard-Hakoun, A., Xu, K., Dreyfus, G., Roussel, P., Stone, M., & Denby, B. (2015). Tongue contour extraction from ultrasound images based on deep neural network. Proceedings of the 18th international congress of phonetic sciences (ICPhS), August 2015, Glasgow, Scotland.
  • Kass, M., Witkin, A., & Terzopoulos, D. (1988). Snakes: active contour models. International Journal of Computer Vision, 1(4), 321–331.
  • Li, M., Kambhamettu, C., & Stone, M. (2005). Automatic contour tracking in ultrasound images. Clinical Linguistics & Phonetics, 19(6–7), 545–554.
  • Nesterov, Y. (2007). Gradient methods for minimizing composite objective function. Technical Report-CORE. Universite Catholique de Louvain, Louvain, Belgium.
  • Roussos, A., Katsamanis, A., & Maragos, P. (2009). Tongue tracking in ultrasound images with active appearance models. IEEE international conference on image processing (pp. 1733–1736), November 2009, Cairo, Egypt.
  • Sampat, M. P., Wang, Z., Gupta, S., Bovik, A. C., & Markey, M. K. (2009). Complex wavelet structural similarity: a new image similarity index. IEEE Transactions on Image Processing, 18(11), 2385–2401.
  • Simoncelli, E. P. (2008). MatlabPyrTools. Retrieved 15 October, 2014, from http://www.cns.nyu.edu/~lcv/software.php
  • Simoncelli, E. P., & Freeman, W. T. (1995). The steerable pyramid: a flexible architecture for multi-scale derivative computation. IEEE international conference on image processing (ICIP), October 1995, Washington, DC, USA.
  • Sonies, B. C., Chi-Fishman, G., & Miller, J. L. (2003). Ultrasound imaging and swallowing. In Normal and Abnormal Swallowing (pp. 119–138). New York: Springer.
  • Stone, M. (2005). A guide to analysing tongue motion from ultrasound images. Clinical Linguistics & Phonetics, 19(6–7), 455–501.
  • Tang, L., Bressmann, T., & Hamarneh, G. (2012). Tongue contour tracking in dynamic ultrasound via higher-order MRFs and efficient fusion moves. Medical Image Analysis, 16(8), 1503–1520.
  • Wang, Z., Bovik, A. C., Sheikh, H. R., & Simoncelli, E. P. (2004). Image quality assessment: from error visibility to structural similarity. IEEE Transactions on Image Processing, 13(4), 600–612.
  • Wrench, A. A. (2015). Private communication.
  • Wrench, A. A., & Balch, P. (2015). Towards a 3D tongue model for parameterising ultrasound data. Proceedings of the 18th international congress of phonetic sciences (ICPhS), August 2015, Glasgow, Scotland.
  • Xu, K., Yang, Y., Jaumard-Hakoun, A., Adda-Decker, M., Amelot, A., Crevier-Buchman, L., Chawah, P., Dreyfus, G, Fux, T., Pillot-Loiseau, C., Al Kork, S., K., Stone, M., & Denby, B. (2014). 3D tongue motion visualization based on ultrasound image sequences. Annual conference of the international speech communication association (InterSpeech) September 2014, Singapore (pp. 1482–1483).
  • Xu, K., Yang, Y., Jaumard-Hakoun, A., Leboullenger, C., Dreyfus, G., Roussel, P., Stone, M., & Denby, B. (2015) Development of a 3D tongue motion visualization platform based on ultrasound image sequences. Proceedings of the 18th international congress of phonetic sciences (ICPhS), August 2015, Glasgow, Scotland.
  • Zhou, X., Huang, X., Duncan, J. S., & Yu, W. (2013). Active contours with group similarity. IEEE conference on computer vision and pattern recognition (CVPR), June 2013, Portland, Oregon, USA (pp. 2969–2976).

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.