Title :
Quantitative characterization of functional voice disorders using motion analysis of high-speed video and modeling
Author :
Wittenberg, Thomas ; Mergell, Patrick ; Tigges, Monika ; Eysholdt, Ulrich
Author_Institution :
Dept. of Phoniatrics & Pedaudiology, Erlangen-Nurnberg Univ., Germany
Abstract :
A semi-automatic motion analysis software is used to extract elongation-time diagrams (trajectories) of vocal fold vibrations from digital high-speed video sequences. By combining digital image processing with biomechanical modeling we extract characteristic parameters such as phonation onset time and pitch. A modified two-mass model of the vocal folds is employed in order to fit the main features of the simulated time series to those of the extracted trajectories. Due to the variation of the model parameters, general conclusions can be made about laryngeal dysfunctions such as functional dysphonia. We show the first results of semi-automatic motion analysis in combination with model simulations as a step towards a computer aided diagnosis of voice disorders
Keywords :
biomechanics; feature extraction; image sequences; medical image processing; motion estimation; patient diagnosis; speech processing; vibrations; video cameras; video signal processing; biomechanical modeling; characteristic parameters; computer aided diagnosis; digital high speed video sequences; digital image processing; elongation-time diagrams extraction; extracted trajectories; functional dysphonia; functional voice disorders; laryngeal dysfunctions; model parameters; modeling; modified two-mass model; motion analysis; phonation onset time; pitch; quantitative characterization; semiautomatic motion analysis software; simulated time series; vocal fold vibrations; voice disorders; Analytical models; Computational modeling; Computer simulation; Digital cameras; Digital images; Endoscopes; Motion analysis; Muscles; Pathology; Video sequences;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location :
Munich
Print_ISBN :
0-8186-7919-0
DOI :
10.1109/ICASSP.1997.598831