Title :
Segmentation algorithms of chromosome images
Author :
Wenzhong Yan ; Dongming Li
Author_Institution :
Dept. of Comput., North China Inst. of Sci. & Technol., Beijing, China
Abstract :
The chromosome segmentation is the most important step in the automatic chromosome analysis system. In this paper, a few basic chromosome segmentation algorithms are investigated firstly. As a common phenomenon, the partial touching and overlapping chromosomes occur in almost every metaphase images. So, as a difficult yet vital problem, the algorithms for overlapping chromosomes are discussed in detail. The principle and the realization of these algorithms are analyzed. Results of these algorithms are compared and discussed.
Keywords :
biology computing; cellular biophysics; image segmentation; automatic chromosome analysis system; chromosome images; chromosome segmentation algorithm; metaphase image; overlapping chromosomes; partial touching chromosomes; segmentation algorithms; Accuracy; Algorithm design and analysis; Biological cells; Classification algorithms; Entropy; Image segmentation; Shape; chromosome; overlapping; segmentation;
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2013 3rd International Conference on
Conference_Location :
Dalian
DOI :
10.1109/ICCSNT.2013.6967278