In this paper, an automated multichannel procedure capable of processing cDNA microarray images is presented. Using a cascade of nonlinear filtering solutions based on robust order-statistics, the procedure removes both background and high-frequency corrupting noise, and correctly identifies edges and spots in cDNA microarray data. Since the method yields excellent performance by removing noise and enhancing spot location determination, the proposed set of cascade operations constitute the perfect tool for subsequent microarray analysis and gene expression tasks. © Springer-Verlag 2004.
CITATION STYLE
Lukac, R., Plataniotis, K. N., Smolka, B., & Venetsanopoulos, A. N. (2004). An Automated Multichannel Procedure for cDNA Microarray Image Processing. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3212, 1–8. https://doi.org/10.1007/978-3-540-30126-4_1
Mendeley helps you to discover research relevant for your work.