DocumentCode :
724890
Title :
A regionalized automated measurement of ciliary beating frequency
Author :
Puybareau, E. ; Talbot, H. ; Pelle, G. ; Louis, B. ; Papon, J.-F. ; Coste, A. ; Najman, L.
Author_Institution :
Lab. d´Inf. Gaspard Monge, Univ. Paris-Est, Paris, France
fYear :
2015
fDate :
16-19 April 2015
Firstpage :
528
Lastpage :
531
Abstract :
Cilia are slender, microscopic, hair-like structures or organelles that extend from the surface of nearly all mammalian cells. Motile cilia, such as those found in the lungs and respiratory tract, present a beating motion that keep the airways clear of mucus and dirt. They are thus of primary importance in many respiratory diseases. The performance of mucous transportation in the nasal cavity can be represented by a ciliary beating frequency. In this paper, we propose a fully automated method that computes the beating frequency from a sequence of images taken with high-speed videomicroscopy. The advantage of our approach is its capacity in computing regionalized frequencies, i.e., various frequencies each associated with one region in the image. Moreover we propose a preprocessing pipeline to alleviate acquistion artefacts due to the camera or to the cell proper motions. We demonstrate the robustness of our approach, and illustrate its performance in comparison to the state-of-the-art.
Keywords :
biomedical optical imaging; cell motility; diseases; image sequences; lung; medical image processing; optical microscopy; pneumodynamics; acquistion artefacts; beating motion; ciliary beating frequency; computing regionalized frequencies; high-speed videomicroscopy; image sequence; lungs; mammalian cells; mucous transportation; mucus; nasal cavity; organelles; regionalized automated measurement; respiratory diseases; respiratory tract; slender microscopic hair-like structures; Cameras; Frequency estimation; High-speed optical techniques; Microscopy; Optical imaging; Robustness; Cilia; mucociliary clearance; optical flow; registration; segmentation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on
Conference_Location :
New York, NY
Type :
conf
DOI :
10.1109/ISBI.2015.7163927
Filename :
7163927
Link To Document :
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