Title :
2D tracking of single paramecium by using parallel level set method and visual servoing
Author :
Fei, Xianfeng ; Igarashi, Yasunobu ; Hashimoto, Koichi
Author_Institution :
Grad. Sch. of Inf. Sci., Tohoku Univ., Sendai
Abstract :
We propose a 2D microorganism tracking system using a parallel level set method and a column parallel vision system (CPV). This system keeps a single microorganism in the middle of the visual field under a microscope by visual servoing an automated stage. We propose a new energy function for the level set method. This function constrains an amount of light intensity inside the detected object contour to control the number of the detected objects. This algorithm is implemented in CPV system and computational time for each frame is 2 [ms], approximately. A tracking experiment for about 25 s is demonstrated. Also we demonstrate a single paramecium can be kept tracking even if other paramecia appear in the visual field and contact with the tracked paramecium.
Keywords :
biology; cellular biophysics; microorganisms; microscopes; object detection; optical tracking; visual servoing; 2D microorganism tracking system; column parallel vision system; energy function; light intensity; microscope; object contour detection; parallel level set; parallel level set method; paramecium; visual servoing; Level set; Mechatronics; Visual servoing; level set method; microscope; visual servoing;
Conference_Titel :
Advanced Intelligent Mechatronics, 2008. AIM 2008. IEEE/ASME International Conference on
Conference_Location :
Xian
Print_ISBN :
978-1-4244-2494-8
Electronic_ISBN :
978-1-4244-2495-5
DOI :
10.1109/AIM.2008.4601754