Title :
Simultaneous Vision-Based Shape and Motion Analysis of Cells Fast-Flowing in a Microchannel
Author :
Qingyi Gu ; Aoyama, Tadayoshi ; Takaki, Takeshi ; Ishii, Idaku
Author_Institution :
Dept. of Syst. Cybern., Hiroshima Univ., Higashi-Hiroshima, Japan
Abstract :
This paper proposes a novel concept for simultaneous cell shape and motion analysis in fast microchannel flows by implementing a multiobject feature extraction algorithm on a frame-straddling high-speed vision platform. The system can synchronize two camera inputs with the same view with only a tiny time delay on the sub-microsecond timescale. Real-time video processing is performed in hardware logic by extracting the moment features of multiple cells in 512 × 256 images at 4000 fps for the two camera inputs and their frame-straddling time can be adjusted from 0 to 0.25 ms in 9.9 ns steps. By setting the frame-straddling time in a certain range to avoid large image displacements between the two camera inputs, our 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 and velocities of sea urchin egg cells fast-flowing in microchannels verify the efficacy of our vision-based cell analysis system.
Keywords :
bioMEMS; biology computing; cellular biophysics; delays; feature extraction; image motion analysis; image sensors; microchannel flow; synchronisation; video signal processing; camera inputs; cell fast-flowing; deformabilities; frame-straddling high-speed vision platform; frame-straddling time; hardware logic; microchannel flows; moment feature extraction; motion analysis; multiobject feature extraction algorithm; real-time video processing; sea urchin egg cells; simultaneous vision-based shape; submicrosecond timescale; synchronization; time 0 ns to 9.9 ns; tiny time delay; vision-based cell analysis system; Cameras; Delay effects; Feature extraction; Head; Microchannel; Real-time systems; Shape; Automated cell inspection; cell deformation analysis; frame-straddling camera; high-speed vision; lab-on-a-chip (LOC); multiobject feature extraction;
Journal_Title :
Automation Science and Engineering, IEEE Transactions on
DOI :
10.1109/TASE.2013.2292583