TY - JOUR
T1 - Particle recognition in microfluidic applications using a template matching algorithm
AU - Girault, Mathias
AU - Odaka, Masao
AU - Kim, Hyonchol
AU - Matsuura, Kenji
AU - Terazono, Hideyuki
AU - Yasuda, Kenji
N1 - Publisher Copyright:
© 2016 The Japan Society of Applied Physics.
PY - 2016/6
Y1 - 2016/6
N2 - We herein examined the ability of a template matching algorithm to recognize particles with diameters ranging from 1 to 20 m in a microfluidic channel. The algorithm consisted of measurements of the distance between the templates and the images captured with a high-speed camera in order to search for the presence of the desired particle. The results obtained indicated that the effects of blur and diffraction rings observed around the particle are important phenomena that limit the recognition of a target. Owing to the effects of diffraction rings, the distance between a template and an image is not exclusively linked to the position of the focus plane; it is also linked to the size of the particle being searched for. By using a set of three templates captured at different Z focuses and an 800' magnification, the template matching algorithm has the ability to recognize beads ranging in diameter from 1.7 to 20m with a resolution between 0.3 and 1 m.
AB - We herein examined the ability of a template matching algorithm to recognize particles with diameters ranging from 1 to 20 m in a microfluidic channel. The algorithm consisted of measurements of the distance between the templates and the images captured with a high-speed camera in order to search for the presence of the desired particle. The results obtained indicated that the effects of blur and diffraction rings observed around the particle are important phenomena that limit the recognition of a target. Owing to the effects of diffraction rings, the distance between a template and an image is not exclusively linked to the position of the focus plane; it is also linked to the size of the particle being searched for. By using a set of three templates captured at different Z focuses and an 800' magnification, the template matching algorithm has the ability to recognize beads ranging in diameter from 1.7 to 20m with a resolution between 0.3 and 1 m.
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U2 - 10.7567/JJAP.55.06GN05
DO - 10.7567/JJAP.55.06GN05
M3 - Article
AN - SCOPUS:84974559377
SN - 0021-4922
VL - 55
JO - Japanese Journal of Applied Physics, Part 1: Regular Papers & Short Notes
JF - Japanese Journal of Applied Physics, Part 1: Regular Papers & Short Notes
IS - 6
M1 - 06GN05
ER -