Title :
Segmenting Microarray Image Spots using an Active Contour Approach
Author :
Ho, Jinn ; Hwang, Wen-Liang
Author_Institution :
Acad. Sinica, Taipei
fDate :
Sept. 16 2007-Oct. 19 2007
Abstract :
Inspired by Paragious and Deriche´s work, which unifies boundary-based and region-based image partition approaches, we integrate the active contour(snake) model and the Fisher criterion to capture, respectively, the boundary and region information of microarray images. We then use the proposed algorithm to automatically segment the spots in the microarray images, and compare our results with those obtained by commercial software.
Keywords :
DNA; biological techniques; biology computing; genetics; image segmentation; statistical analysis; DNA; Fisher criterion; active contour approach; microarray image spot segmentation; Active contours; DNA; Gene expression; Genomics; Image analysis; Image segmentation; Information science; Partitioning algorithms; Software algorithms; Statistical analysis; Active contour; Fisher criterion; Microarray; Snake;
Conference_Titel :
Image Processing, 2007. ICIP 2007. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-1437-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2007.4379574