TY - GEN
T1 - Active mask segmentation for the cell-volume computation and Golgi-body segmentation of hela cell images
AU - Srinivasa, Gowri
AU - Fickus, Matthew
AU - Gonzalez-Rivero, Manuel N.
AU - Hsieh, Sarah Yichia
AU - Guo, Yusong
AU - Linstedt, Adam D.
AU - Kovačević, Jelena
PY - 2008
Y1 - 2008
N2 - We present a novel active mask framework for the segmentation of fluorescence microscope images of cells, and in particular, for the segmentation of the Golgi body as well as cell-volume computation. We demonstrate that the algorithm is able to efficiently segment a stack of images and successfully assign multiple pieces of the Golgi body in a 2D image to the cell to which they belong. Further, we demonstrate that our algorithm is more accurate than manual segmentation of these images.
AB - We present a novel active mask framework for the segmentation of fluorescence microscope images of cells, and in particular, for the segmentation of the Golgi body as well as cell-volume computation. We demonstrate that the algorithm is able to efficiently segment a stack of images and successfully assign multiple pieces of the Golgi body in a 2D image to the cell to which they belong. Further, we demonstrate that our algorithm is more accurate than manual segmentation of these images.
KW - Active contours
KW - Active mask
KW - Segmentation
UR - https://www.webofscience.com/wos/woscc/full-record/WOS:000258259800088
UR - https://openalex.org/W2120457676
UR - https://www.scopus.com/pages/publications/51049113821
U2 - 10.1109/ISBI.2008.4541004
DO - 10.1109/ISBI.2008.4541004
M3 - Conference Paper published in a book
SN - 9781424420032
T3 - 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI
SP - 348
EP - 351
BT - 2008 5th IEEE International Symposium on Biomedical Imaging
T2 - 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI
Y2 - 14 May 2008 through 17 May 2008
ER -