@inproceedings{2466fbd0089f43889ab4afc4e9323f2d,
title = "A novel detection algorithm of microspheres based on Hough transform and ellipse fitting",
abstract = "Microspheres are used in many applications but their detection is often impeded due to susceptibility to disturbance and low accuracy. An autonomous algorithm was proposed based on Hough transform and least squares ellipse fitting to achieve coarse to fine detection of microspheres. The algorithm is robust and accurate in detection of microspheres' center positons, radii, roundness, deficiency and adhesion, which facilitates the monitoring and manipulation of microspheres. The experiments are conducted to verify the performance of the algorithm. The results demonstrate a nearly 100\% successful detection rate and less than 10 μm absolute deviation of radius. The average detection speed is about 100 microspheres per minute.",
keywords = "Hough transform, ellipse fitting, feature extraction, microspheres",
author = "Changsheng Dai and Weibin Rong and Zenghua Fan and Yu Zou and Lining Sun",
note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 12th IEEE International Conference on Mechatronics and Automation, ICMA 2015 ; Conference date: 02-08-2015 Through 05-08-2015",
year = "2015",
month = sep,
day = "2",
doi = "10.1109/ICMA.2015.7237622",
language = "英语",
series = "2015 IEEE International Conference on Mechatronics and Automation, ICMA 2015",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "999--1004",
booktitle = "2015 IEEE International Conference on Mechatronics and Automation, ICMA 2015",
address = "美国",
}