Title :
An integrated technique for volume estimation of spots in 3-D human cell cultures: Watersnakes
Author :
Rajagopalan, Narasimhan ; Rodriguez, Jeffrey J. ; Dixon, Kathleen
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Arizona, Tucson, AZ
Abstract :
In this paper we propose a new integrated technique to accurately measure the volume of 3-D spots in images of human cell cultures by combining watershed transformation and active contour models. We use the watershed contour as the initial snake contour and develop a novel scheme to estimate the snake parameters. Performance of this new technique is measured on synthetic images and images of micro-beads and compared with traditional techniques.
Keywords :
medical image processing; 3D human cell culture; integrated technique; microbead images; segmentation algorithm; snake parameter estimation; volume estimation; watershed transformation; Humans; 3-D active contours; foci detection; snakes; watershed transformation;
Conference_Titel :
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-1765-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2008.4712427