Title :
Segmentation of Cells from 3-D Confocal Images of Live Zebrafish Embryo
Author :
Zanella, C. ; Rizzi, B. ; Melani, C. ; Campana, M. ; Bourgine, P. ; Mikula, K. ; Peyrieras, N. ; Sarti, A.
Author_Institution :
Bologna Univ., Bologna
Abstract :
In this paper, we use partial-differential-equation-based segmentation to accurately extract the shapes of membranes and nuclei from time lapse confocal microscopy images, taken throughout early zebrafish embryogenesis. This strategy is a prerequisite for an accurate quantitative analysis of cell shape and morphodynamics during organogenesis and is the basis for an integrated understanding of biological processes. This data will also serve for the measurement of the variability between individuals in a population. The segmentation of cellular structures is achieved by first using an edge-preserving image filtering method for noise reduction and then applying an algorithm for cell shape reconstruction based on the subjective surfaces technique.
Keywords :
biomembranes; cellular biophysics; edge detection; image denoising; image reconstruction; image segmentation; optical microscopy; partial differential equations; 3D confocal image; cell image segmentation; cell morphodynamics; cell shape reconstruction; edge preserving image filtering method; live zebrafish embryo; membrane shape image extraction; noise reduction; nuclei shape image extraction; organogenesis; partial differential equation; subjective surfaces technique; time lapse confocal microscopy; zebrafish embryogenesis; Biological processes; Biomembranes; Cells (biology); Data mining; Embryo; Filtering; Image segmentation; Microscopy; Noise reduction; Shape; Algorithms; Animals; Artificial Intelligence; Embryo, Nonmammalian; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Microscopy, Confocal; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Zebrafish;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4353722