Detection of Foreign Matter in Transfusion Solution Based on Gaussian Background Modeling and an Optimized BP Neural Network

Detection of Foreign Matter in Transfusion Solution Based on Gaussian Background Modeling and an Optimized BP Neural Network

This paper proposes a new method to detect and identify foreign matter mixed in a plastic bottle filled with transfusion solution. A spin-stop mechanism and mixed illumination style are applied to obtain high contrast images between moving foreign matter and a static transfusion background. The Gaus...

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Bibliographic Details
Main Authors: Fuqiang Zhou, Zhen Su, Xinghua Chai, Lipeng Chen
Format: Article
Language:English
Published: MDPI AG 2014-10-01
Series:Sensors
Subjects:
detection of foreign matter
Gaussian background model
mind evolutionary algorithm
BP neural network
ReliefF feature selection
Online Access:http://www.mdpi.com/1424-8220/14/11/19945

Internet

http://www.mdpi.com/1424-8220/14/11/19945

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