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KMID : 0603720110170020111
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Journal of Korean Society of Medical Informatics
2011 Volume.17 No. 2 p.111 ~ p.119
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An Automated Measurement of Ciliary Beating Frequency using a Combined Optical Flow and Peak Detection
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Kim Woo-Jae
Han Tae-Hwa
Kim Hyun-Jun
Park Man-Young
Kim Ku-Sang
Park Rae-Woong
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Abstract
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Objectives: The mucociliary transport system is a major defense mechanism of the respiratory tract. The performance of mu-cous transportation in the nasal cavity can be represented by a ciliary beating frequency (CBF). This study proposes a novel method to measure CBF by using optical flow.
Methods: To obtain objective estimates of CBF from video images, an auto-mated computer-based image processing technique is developed. This study proposes a new method based on optical flow for image processing and peak detection for signal processing. We compare the measuring accuracy of the method in various combinations of image processing (optical flow versus difference image) and signal processing (fast Fourier transform [FFT] vs. peak detection [PD]). The digital high-speed video method with a manual count of CBF in slow motion video play, is the gold-standard in CBF measurement. We obtained a total of fifty recorded ciliated sinonasal epithelium images to measure CBF from the Department of Otolaryngology. The ciliated sinonasal epithelium images were recorded at 50-100 frames per second using a charge coupled device camera with an inverted microscope at a magnification of ×1,000.
Results: The mean square errors and variance for each method were 1.24, 0.84 Hz; 11.8, 2.63 Hz; 3.22, 1.46 Hz; and 3.82, 1.53 Hz for optical flow (OF) + PD, OF + FFT, difference image [DI] + PD, and DI + FFT, respectively. Of the four methods, PD using optical flow showed the best performance for measuring the CBF of nasal mucosa.
Conclusions: The proposed method was able to mea-sure CBF more objectively and efficiently than what is currently possible.
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KEYWORD
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Cilia, Mucociliary Clearance, Computer-Assisted Image Processing, Computer-Assisted Signal Processing
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