Title :
Cell nuclei segmentation in glioma histopathology images with color decomposition based active contours
Author :
V. B. Surya Prasath;Kiichi Fukuma;Bruce J. Aronow;Hiroharu Kawanaka
Author_Institution :
Computational Imaging and Visualization Analysis (CiVA) Lab, Department of Computer Science, University of Missouri-Columbia, 65211 USA
Abstract :
This work discusses the performance of a color decomposition based active contours for segmenting cell nuclei from glioma histopathology. By combining a nuclear staining information obtained from color decomposition with fast variational active contours we obtain unsupervised segmentation of nuclei in histopathological images. Experimental results show promise when compared with different state of the art techniques.
Keywords :
"Art","Image color analysis","Matrix decomposition","Lead","Biomedical imaging","Image segmentation","Tumors"
Conference_Titel :
Bioinformatics and Biomedicine (BIBM), 2015 IEEE International Conference on
DOI :
10.1109/BIBM.2015.7359944
