Title :
Quantification of frap experiments in live cell image sequences by combining segmentation and registration
Author :
Kim, Il-Han ; Cadmus, Catharina ; Pfeifer, Andrea C. ; Klingmüller, Ursula ; Eils, Roland ; Rohr, Karl
Author_Institution :
Dept. of Bioinf. & Functional Genomics, Biomed. Comput. Vision Group, Univ. of Heidelberg, Heidelberg, Germany
fDate :
March 30 2011-April 2 2011
Abstract :
Fluorescence recovery after photobleaching (FRAP) is an important technique for analyzing subcellular processes in living cells. To quantify the acquired data, the fluorescence signal within the cytoplasm and the nucleus of a target cell needs to be determined at each time point. However, the movement and deformation of the cell as well as low contrast render manual and automatic analysis difficult. To quantify FRAP experiments we have developed an approach for the segmentation of the cytoplasm and the nucleus of cells in dynamic microscopy image sequences which combines level set segmentation and image registration. Our approach has been successfully applied to images from FRAP experiments and an experimental comparison with manual expert segmentation has been carried out.
Keywords :
biomedical optical imaging; cellular biophysics; fluorescence; image registration; image segmentation; image sequences; medical image processing; optical microscopy; optical saturable absorption; FRAP experiments; automatic analysis; cell deformation; cytoplasm; dynamic microscopy; fluorescence recovery after photobleaching; fluorescence signal; image registration; image segmentation; level set segmentation; live cell image sequences; photobleaching; subcellular processes; Bleaching; Image registration; Image segmentation; Image sequences; Level set; Manuals; Microscopy; Biomedical image processing; Biomedical microscopy; Image sequence analysis;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-4127-3
Electronic_ISBN :
1945-7928
DOI :
10.1109/ISBI.2011.5872390