TY - GEN
T1 - Liver Segmentation using Bidirectional Region Growing with Edge Enhancement in NSCT Domain
AU - Lakshmipriya, B.
AU - Jayanthi, K.
AU - Pottakkat, Biju
AU - Ramkumar, G.
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/11/20
Y1 - 2018/11/20
N2 - Segmentation of liver from abdominal CT image seems to be a challenging task in the computer aided diagnosis of liver pathology. This is due to the fact that liver and the adjacent organs in the CT image possess similar intensity attributes. In this work, a semi-Automatic segmentation of liver is carried out through bidirectional region based segmentation. Prior to segmentation, the edge regions of the liver are enhanced by means of unsharp masking in Non Sub-sampled Contourlet Transform (NSCT) domain. This ensures that there is a precise differentiation between the liver region and the adjacent organs and other structures like ribs. From the acquired results, it is clear that the combination of bidirectional region growing segmentation and edge enhancement in NSCT domain outperforms the segmentation by region growing algorithm and bidirectional region growing algorithm without edge enhancement.
AB - Segmentation of liver from abdominal CT image seems to be a challenging task in the computer aided diagnosis of liver pathology. This is due to the fact that liver and the adjacent organs in the CT image possess similar intensity attributes. In this work, a semi-Automatic segmentation of liver is carried out through bidirectional region based segmentation. Prior to segmentation, the edge regions of the liver are enhanced by means of unsharp masking in Non Sub-sampled Contourlet Transform (NSCT) domain. This ensures that there is a precise differentiation between the liver region and the adjacent organs and other structures like ribs. From the acquired results, it is clear that the combination of bidirectional region growing segmentation and edge enhancement in NSCT domain outperforms the segmentation by region growing algorithm and bidirectional region growing algorithm without edge enhancement.
KW - Bidirectional region growing
KW - Edge enhancement
KW - Non sub-sampled contourlet transform
KW - Segmentation
UR - http://www.scopus.com/inward/record.url?scp=85059773499&partnerID=8YFLogxK
U2 - 10.1109/ICSCAN.2018.8541257
DO - 10.1109/ICSCAN.2018.8541257
M3 - Conference contribution
AN - SCOPUS:85059773499
T3 - 2018 IEEE International Conference on System, Computation, Automation and Networking, ICSCA 2018
BT - 2018 IEEE International Conference on System, Computation, Automation and Networking, ICSCA 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2018 IEEE International Conference on System, Computation, Automation and Networking, ICSCA 2018
Y2 - 6 July 2018 through 7 July 2018
ER -