Browse > Article
http://dx.doi.org/10.5573/ieie.2014.51.4.201

A Study on the Optical flow Method for Analysis of Ipper Airway Deformation from Magnetic Resonance Images for Children with Obstructive Sleep Apnea Syndrome  

Lee, Min Hee (Department of Biomedical Engineering, Yonsei University)
Kim, Dong Youn (Department of Biomedical Engineering, Yonsei University)
Publication Information
Journal of the Institute of Electronics and Information Engineers / v.51, no.4, 2014 , pp. 201-209 More about this Journal
Abstract
Obstructive sleep apnea syndrome(OSAS) is a respiratory disease caused by partial or complete obstruction of the upper airway during sleep. In this paper, we proposed the optical flow method to analyze the upper airway dynamic changes during respiration for children with OSAS and control subjects. We compared the absolute value of difference between inspiration and expiration for airway area analysis method and optical flow method for 5 children with OSAS and 6 control subjects. From the statistical analysis, airway area analysis method and optical flow method are statistically significant at the 0.1 (p value is 0.0977) and 0.01 (p value is 0.0011) significance level respectively. From this simulations, the optical flow method could provide more accurate information to diagnose the OSAS patients than the traditional airway area analysis method.
Keywords
Obstructive Sleep Apnea Syndrome(OSAS); Upper airway; Airway area; Optical flow method;
Citations & Related Records
연도 인용수 순위
  • Reference
1 R. T. Brouillette, S. K. Fernbach, C. E. Hunt, "Obstructive sleep apnea in infants and children", The Journal of pediatrics, pp. 31-40, 1982.
2 C. Guillenminault, F. L. Eldrige, F. B. Simmons and W. C. Derment, "Sleep Apenea in eight children", Pediatrics, vol. 58, pp. 23-30, 1976.
3 J. L. Carroll and G. M. Loughlin, "Diagnostic criteria for Obstructive Sleep Apnea Syndrome in Children", Pediatric Pulmonology, vol. 14, pp. 71-73, 1992.   DOI   ScienceOn
4 S. S. Beauchemin and J. L. Barron, "The Computation of Optical Flow", ACM Computing Surveys, vol. 27, pp. 433-466, 1995.   DOI
5 W. S. Kim, "Sleep apnea syndrome", Korean Society for the Study of Obesity 32th Spring Conference, pp. 6-9, The Catholic University of Korea, Seoul ST. Mary's Hospital, Korea, April 2010.
6 R. Arens, S. Shin, J. M. McDonough, J. M. Palmer, T. Dominguez, H. Meyer, D. M. Wootton, and A. I. Pack, "Changes in Upper Airway Size Tidal Breathing in Children with Obstructive Sleep Apnea Syndrome", American journal of respiratory and critical care medicine, vol. 171, pp. 1298-1304, 2005.   DOI   ScienceOn
7 A. Singh, "Optical Flow Computation", IEEE Computer Society Press, Los Alamitos. CA, pp. 22-43, 1991.
8 B. D. Lucas and T. Kanade, "An Iterative Image Registration Technique with an Application to Stereo Vision", In: IJCAI, pp. 674-679, 1981.
9 B. K. Horn and B. G. Schunck, "Determining Optical Flow", 1981 Technical Symposium East, International Society for Optics and Photonics, pp.319-331, 1981.
10 S. J. Song, K. G. Nam, J. M. Lee, "Measurement of Optical Flow Using Horn and Anandan Techniques", Proceedings of IEEK conference, vol. 21, pp. 685-688, 1998.   과학기술학회마을
11 J. L. Barron, D. J. Fleet, S. S Beauchemin "Performance of Optical Flow Technique", International Journal of Computer Vision, vol. 12, pp. 43-77, 1994.   DOI   ScienceOn