6 search results - page 1 / 2 » Unsupervised SVM-based gridding for DNA microarray images |
CMIG
2010
12 years 12 months ago
2010
This paper presents a novel method for unsupervised DNA microarray gridding based on Support Vector Machines (SVMs). Each spot is a small region on the microarray surface where cha...
CBMS
2007
IEEE
13 years 11 months ago
2007
IEEE
Microarray gene expression image analysis is a labor-intensive task and requires human intervention since microarray images are contaminated with noise and artifacts while spots a...
ICIAR
2005
Springer
13 years 10 months ago
2005
Springer
Image and statistical analysis are two important aspects of microarray technology. Of these, gridding is necessary to accurately identify the location of each spot while extracting...
ICIP
2008
IEEE
13 years 11 months ago
2008
IEEE
Gridding is the first, essential stage of processing cDNA microarray images. The existing tools for allocating the grid structure in a microarray image often require human interve...
BIBE
2008
IEEE
13 years 5 months ago
2008
IEEE
This paper presents a novel method for DNA microarray gridding based on Support Vector Machine (SVM) classifiers. It employs a set of soft-margin SVMs to estimate the lines of the ...