Title :
Analysis of vocal folds movement in high speed videoendoscopy based on level set segmentation and image registration
Author :
Skalski, Andrzej ; Zielinki, T. ; Deliyski, Dimitar
Author_Institution :
Dept. of Meas. & Instrum., AGH Univ. of Sci. & Technol., Krakow
Abstract :
Computer analysis of high-speed videoendoscopy (HSV) recordings is becoming increasingly useful in functional evaluation of vocal fold pathology. In this work we present two new approaches for the vocal fold HSV-based analysis that have not been previously reported. First, segmentation of vocal fold edges is performed in our method using the level set algorithm. Second, having two vocal fold contours (for two images) we find point-to-point matching of them using the image registration method based on B-spline free form deformation. Presented results from analysis of normal vocal folds and folds after laser treatment confirm usefulness of the method.
Keywords :
endoscopes; image matching; image registration; image segmentation; medical image processing; splines (mathematics); video signal processing; B-spline; image registration; level set segmentation; point-to-point matching; videoendoscopy; vocal fold pathology; vocal folds movement; Biomedical computing; Biomedical imaging; Image analysis; Image edge detection; Image registration; Image segmentation; Level set; Pathology; Signal analysis; Spline; Vocal folds; contour registration; glottal area waveform; high-speed videoendoscopy; image segmentation;
Conference_Titel :
Signals and Electronic Systems, 2008. ICSES '08. International Conference on
Conference_Location :
Krakow
Print_ISBN :
978-83-88309-47-2
Electronic_ISBN :
978-83-88309-52-6
DOI :
10.1109/ICSES.2008.4673399