Wang, X. H., Istepanian, R. S. H. and Yong, Hua Song (2003) Application of wavelet modulus maxima in microarray spots recognition. IEEE Transactions on Nanobioscience, 2(4), pp. 190-192. ISSN (print) 1536-1241

Abstract

This paper presents a novel approach to recognize the microarray image spots. The approach is based on the detection of wavelet modulus maxima in the microarray images. The detected maxima is actually the contour of the spots and thus the spots are recognized precisely. Then, the intensities within the contour of the spots can be obtained with low error rate. The test results on example image show this is an effective approach, especially for those spots with low intensities.

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Official URL:	http://dx.doi.org/10.1109/TNB.2003.816230
Item Type:	Article
Uncontrolled Keywords:	wavelet analysis, microarray, images processing denoising
Research Area:	Research Areas > Biological sciences
Faculty, School or Research Centre:	Faculty of Computing, Information Systems and Mathematics (until 2011) Faculty of Computing, Information Systems and Mathematics (until 2011) > Mobile Information and Network Technology (MINT) Research Centre
Related URLs:	PubMed
Date Deposited:	06 Jun 2007
Last Modified:	06 Oct 2020 13:19
DOI:	https://doi.org/10.1109/TNB.2003.816230
URI:	https://eprints.kingston.ac.uk/id/eprint/1219

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