Title :
Tracking single microtubules by using B-spline curves and Hausdorff distance
Author :
Yuexing Han ; Daisuke, Inoue ; Kakugo, Akira ; Konagaya, Akihiko
Author_Institution :
Sch. of Comput. Eng. & Sci., Shanghai Univ., Shanghai, China
Abstract :
Microtubule gliding assays can be used to analyze the dynamics of microtubules driven by molecular motors on the glass surface from the viewpoint of soft matters and molecular robotics. Microtubule tracking requires methods of image processing, microtubule shape extraction and motion path search through the video frames of the gliding assays. A translation from a bit image to a mathematical image is essential to realize computational analysis including microtubule tracking from the viewpoint of computational cost and analytical algorithms. This paper demonstrates the effectiveness of the B-spline curve representation for tracking an identical microtubule with its length and Hausdorff distance.
Keywords :
image motion analysis; image representation; object tracking; splines (mathematics); B-spline curve representation; Hausdorff distance; bit image translation; computational analysis; glass surface; image processing; mathematical image; microtubule gliding assay; microtubule shape extraction; molecular motor; molecular robotics; motion path search; single microtubule tracking; soft matter; video frame; Educational institutions; Image processing; Indexes; Robots; Shape; Splines (mathematics); Tracking; B-spline curve; Hausdorff distance; Mirotubule tracking; molecular robotics;
Conference_Titel :
Image Processing Theory, Tools and Applications (IPTA), 2014 4th International Conference on
Conference_Location :
Paris
Print_ISBN :
978-1-4799-6462-8
DOI :
10.1109/IPTA.2014.7001957