Title :
Rapid vision-based shape and motion analysis system for fast-flowing cells in a microchannel
Author :
Qingyi Gu ; Aoyama, Tadayoshi ; Takaki, Takeshi ; Ishii, Idaku
Author_Institution :
Dept. of Syst. Cybern., Hiroshima Univ., Higashi-Hiroshima, Japan
fDate :
May 31 2014-June 7 2014
Abstract :
This paper proposes a novel method for simultaneous cell shape and motion analysis in rapid microchannel flows based on a multi-object feature extraction algorithm with a frame-straddling high-speed vision platform. This system can synchronize two camera inputs that share the same view with only a very small sub-microsecond time delay. Real-time video processing is performed using the hardware logic by extracting the moment features of multiple cells at 2000 fps or more, which are obtained from the two camera inputs, and their frame-straddling time can be adjusted from 0 to 0.5 ms in 9.9 ns steps. After setting the frame-straddling time within a certain range to avoid large image displacements between the two camera inputs, the frame-straddling high-speed vision platform can perform simultaneous shape and motion analysis of cells in fast microchannel flows of 1 m/s or greater. The results of real-time experiments conducted to analyze the deformabilities, velocities, and shapes of fast-flowing sea urchin egg cells in straight and L-type microchannels verified the efficacy of our vision-based cell analysis system.
Keywords :
computer vision; feature extraction; image motion analysis; microchannel flow; video signal processing; L-type microchannel; cell shape; fast-flowing cell; frame-straddling high-speed vision platform; hardware logic; image displacement; motion analysis system; multiobject feature extraction; rapid microchannel flows; real-time video processing; sea urchin egg cells; submicrosecond time delay; vision-based cell analysis system; vision-based shape analysis; Cameras; Delay effects; Feature extraction; Head; Microchannels; Real-time systems; Shape;
Conference_Titel :
Robotics and Automation (ICRA), 2014 IEEE International Conference on
Conference_Location :
Hong Kong
DOI :
10.1109/ICRA.2014.6907719