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Citation

Ryba, T. and Jiřík, M. and Železný, M. : An Automatic Liver Segmentation Algorithm Based on Grow Cut and Level Sets . Pattern Recognition and Image Analysis, 4, vol. 23, p. 502-507, Springer US, 2013.

Abstract

Organ segmentation is often a first step in medical diagnostic. In this paper a fully automatic three?dimensional method for liver segmentation is presented. It is based on voxel density analysis with use of automated grow cut method. Obtained segmentation is then refined by active contours model.

Detail of publication

Title: An Automatic Liver Segmentation Algorithm Based on Grow Cut and Level Sets
Author: Ryba, T. ; Jiřík, M. ; Železný, M.
Language: English
Date of publication: 19 Dec 2013
Year: 2013
Type of publication: Papers in journals
Title of journal or book: Pattern Recognition and Image Analysis
Series: 4
Číslo vydání: 23
Page: 502 - 507
DOI: 10.1134/S1054661813040147
ISSN: 1054-6618
Publisher: Springer US
/ 2015-10-13 15:46:32 /

Keywords

image segmentation, grow-cut, active contours, liver

BibTeX

@ARTICLE{RybaT_2013_AnAutomaticLiver,
 author = {Ryba, T. and Ji\v{r}\'{i}k, M. and \v{Z}elezn\'{y}, M.},
 title = {An Automatic Liver Segmentation Algorithm Based on Grow Cut and Level Sets},
 year = {2013},
 publisher = {Springer US},
 journal = {Pattern Recognition and Image Analysis},
 volume = {23},
 pages = {502-507},
 series = {4},
 ISSN = {1054-6618},
 doi = {10.1134/S1054661813040147},
 url = {http://www.kky.zcu.cz/en/publications/RybaT_2013_AnAutomaticLiver},
}