Title :
Segmentation of human chromosome images using distance regularized level set evolution
Author :
Mouhadjer, Hassan ; Mansour, M. ; Ouslim, M. ; Bouchiba, B.
Author_Institution :
Lab. Microsystemes et Syst. Embarques, Univ. of Sci. & Technol. Oran USTO, Oran, Algeria
Abstract :
The karyotyping of a patient must go through a good segmentation of images from chromosome metaphase plate before any measurement or interpretation phase. The technique of deformable active contours is well suited to solve this problem and has the advantage of leading to an automatic segmentation and interactive monitoring, while providing guarantees to get closed contours and decreased sensitivity to speckle noise. The new method called “Distance regularized level set evolution (DRLSE) “, made it possible to eliminate the need for reinitialization and avoided of this fact its induced numerical errors.
Keywords :
cellular biophysics; deformation; image segmentation; medical image processing; patient monitoring; DRLSE; chromosome metaphase plate; deformable active contours; distance regularized level set evolution; human chromosome image segmentation; interactive monitoring; interpretation phase; patient karyotyping; reinitialization; speckle noise; Active contours; Biological cells; Equations; Image segmentation; Level set; Mathematical model; Noise; DRLSE; centromere; human chromosomes; level set; segmentation; snake;
Conference_Titel :
Advances in Biomedical Engineering (ICABME), 2013 2nd International Conference on
Conference_Location :
Tripoli
Print_ISBN :
978-1-4799-0249-1
DOI :
10.1109/ICABME.2013.6648886