Title :
Overlapped chromosome segmentation and separation of touching chromosome for automated chromosome classification
Author :
Madian, N. ; Jayanthi, K.B.
Author_Institution :
Dept. of ECE, K.S. Rangasamy Coll. of Technol., Tiruchengode, India
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
Karyotyping is the process of arranging pairs of the chromosomes in an order to examine chromosomal abnormalities which are the causes for Birth Defects. The overlapping and touching chromosomes of input metaphase spread images should be segmented and disentangled for this process. This paper proposes an algorithm to separate the touching chromosomes and the segmentation of overlapping chromosomes from G-Band metaspread images. Segmentation is performed by obtaining the interesting (concave) points on the image contour and constructing proper hypotheses for segmentation and separation.
Keywords :
biomedical optical imaging; cellular biophysics; image segmentation; medical image processing; G-Band metaspread images; automated chromosome classification; birth defects; chromosomal abnormalities; image concave points; image interesting points; karyotyping; metaphase spread images; overlapped chromosome segmentation; touching chromosome separation; Algorithm design and analysis; Biological cells; Birth disorders; Classification algorithms; Image segmentation; Shape; Signal processing algorithms; Birth defect; automated chromosome classification; concave points; genetic disorder; hypotheses; karyotyping; Chromosome Mapping; Humans; Karyotyping; Models, Theoretical;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6347213