Title :
cDNA Microarray Image Processing Using Spot Centroid of Intensity
Author :
Guirong Weng ; Yuehuan Wang ; Jian Su
Author_Institution :
Sch. of Mechanic & Electron. Eng., Soochow Univ., Suzhou, China
Abstract :
cDNA microarray is an independent platform that offers the ability to analyze large amount of data, and an important application in the organism¿s metabolism and the gene expression analysis. cDNA microarray Image analysis aims to measure the intensity of each spot in the scanned image and this intensity represents the amount of a specific gene of the studied cell. The result can directly affect the subsequent analysis such as identifying different genes with different expressions. microarray image analysis includes three tasks: spot gridding, segmentation and information extraction. In this paper, mathematical morphology and spot centroid of intensity are applied to achieve an automatic way of spot segmentation. Three analysis results, including this paper, ScanAlyze software, method of Hongwei Li and method of Angulo J are compared. It shows that the arithmetic of the paper is accurate, stable and effective.
Keywords :
DNA; biological techniques; biology computing; cellular biophysics; genetics; image segmentation; lab-on-a-chip; mathematical morphology; cDNA microarray image processing; gene cell intensity representation; gene expression analysis; gene sequence; information extraction; mathematical morphology; microarray image analysis; organism metabolism; scanned image intensity measure; spot centroid; spot gridding; spot image segmentation; Data mining; Gene expression; Gray-scale; Image analysis; Image processing; Image segmentation; Image sequence analysis; Morphology; Pixel; RNA; cDNA microarray; centroid of intensity; image analysis.; mathematical morphology;
Conference_Titel :
Computational Intelligence and Security, 2008. CIS '08. International Conference on
Conference_Location :
Suzhou
Print_ISBN :
978-0-7695-3508-1
DOI :
10.1109/CIS.2008.31