NDLI: An improved hybrid strategy combining genetic simulated annealing algorithm and EBP used for image segmentation of test strip

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2010 International Conference on Computer Application and System Modeling (ICCASM 2010)

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An improved hybrid strategy combining genetic simulated annealing algorithm and EBP used for image segmentation of test strip

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An improved hybrid strategy combining genetic simulated annealing algorithm and EBP used for image segmentation of test strip

Content Provider	IEEE Xplore Digital Library
Author	Jiajia Wang Xiaozhu Chen Jin Tan Yaqun Wang
Copyright Year	2010
Description	Author affiliation: Department of Computer Science and Technology, China Jiliang University, Hangzhou, China (Jiajia Wang; Xiaozhu Chen; Jin Tan; Yaqun Wang)
Abstract	In this paper, a type of improved hybrid strategy is used to carry out the image segmentation of gold immunochromatographic test strip, which combines the genetic simulated annealing algorithms (GSAAs) and error back propagation (EBP) neural network algorithm. This hybrid strategy can work out these problems in image segmentation of gold immunochromatographic test strip: the area of test strip is pretty small; the breadth of test line testing zone, control line testing zone will not be fixed due to the reaction between samples and test strip. Computer simulation on this hybrid strategy is realized by Visual C++. The results of computer simulation demonstrate that, comparing with the EBP algorithm, the convergence precision and training speed of the EBP neural network can be improved due to the parameters produced from GSAA. Furthermore, comparing with EBP algorithm, the convergence precision and convergence speed of GSAA is much better. At the end of this paper, this hybrid strategy is applied to image segmentation of test strip and get satisfactory effect.
File Size	690287
File Format	PDF
ISBN	9781424472352
e-ISBN	9781424472376
DOI	10.1109/ICCASM.2010.5620535
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-10-22
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Image segmentation Annealing Genetic algorithm Simulated annealing algorithm Gold immunochromatographic test strip Encoding EBP neutral network
Content Type	Text
Resource Type	Article

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