Title :
Intracellular Volume Registration
Author :
Yoshizawa, Shin ; Takemoto, Satoko ; Takahashi, Miwa ; Muroi, Makoto ; Kazami, Sayaka ; Miyoshi, Hiromi ; Yokota, Hideo
Author_Institution :
RIKEN, Wako, Japan
fDate :
Nov. 30 2009-Dec. 2 2009
Abstract :
The paper proposes a novel 3D image registration approach to calculating intracellular volumes. The approach extends a standard image registration framework to the curved cell geometry. An intracellular volume is mapped onto another intracellular domain by using two pairs of point set surfaces approximating their nuclear and plasma membranes. The approach is implemented to an interactive volume registration system. We demonstrate that our approach can create models of cells with multiple organelles from data collected from living cells.
Keywords :
affine transforms; biology computing; cellular biophysics; least squares approximations; radial basis function networks; stereo image processing; 3D image registration; affine transformation; cell model; curved cell geometry; interactive volume registration; intracellular volume registration; least squares radial basis function fitting; living cells; nuclear membrane; organelles; plasma membrane; point set surface; Biological system modeling; Biomembranes; Cells (biology); Feature extraction; Fluorescence; Geometry; Image registration; Image segmentation; Microscopy; Plasmas; intracellular volume; least-squares RBF; live cell imaging; non-rigid registration;
Conference_Titel :
Intelligent Systems Design and Applications, 2009. ISDA '09. Ninth International Conference on
Conference_Location :
Pisa
Print_ISBN :
978-1-4244-4735-0
Electronic_ISBN :
978-0-7695-3872-3
DOI :
10.1109/ISDA.2009.42