DocumentCode
1644066
Title
Chromosome region recognition based on local band patterns
Author
Abe, Toru ; Hamada, Chieko ; Kinoshita, Tetsuo
Author_Institution
Cybersci. Center, Tohoku Univ., Sendai
fYear
2008
Firstpage
1
Lastpage
6
Abstract
To make the visual examination of a chromosome image for various chromosome abnormalities, individual chromosome regions have to be extracted from the image and classified into the distinct chromosome types in advance. To improve the accuracy and flexibility in this process, a subregion (local band pattern) based method has been proposed for recognizing individual chromosome regions in the image. This method regards each chromosome region as a series of subregions, and iterates a search for subregions in the image consecutively. As a result, chromosome region classification is performed simultaneously with its extraction for each subregion. Since the dimensions and intensities of chromosome regions vary with every image, effective subregion searches require templates whose dimensions and intensities correspond with those of chromosome regions in the subject image. In this paper, to develop an efficient subregion search, we present a method for adjusting the dimensions of templates to those of chromosome regions in the subject image and adapting the intensities in the subject image to those of the templates.
Keywords
bioinformatics; cellular biophysics; feature extraction; image classification; chromosome abnormality; chromosome image; chromosome region extraction; chromosome region recognition; image classification; image recognition; local band patterns; Biological cells; Cells (biology); Dosimetry; Genetics; Humans; Image recognition; Pattern recognition; Toxicology;
fLanguage
English
Publisher
ieee
Conference_Titel
BioInformatics and BioEngineering, 2008. BIBE 2008. 8th IEEE International Conference on
Conference_Location
Athens
Print_ISBN
978-1-4244-2844-1
Electronic_ISBN
978-1-4244-2845-8
Type
conf
DOI
10.1109/BIBE.2008.4696846
Filename
4696846
Link To Document