TY - GEN
T1 - Fuzzy Model-based Algorithm for 3-D Bone Tumour Analysis
AU - Czajkowska, Joanna
N1 - Publisher Copyright:
© 2013 SCITEPRESS (Science and Technology Publications, Lda.).
PY - 2013
Y1 - 2013
N2 - In this paper, a new fuzzy model based algorithm for 3-D bone tumour segmentation in MR series is introduced. The presented segmentation procedure is based on a modified fuzzy connectedness method. The there required fuzzy affinity values are estimated using a fuzzy inference system, whose fuzzy membership functions are structured on the basis of gaussian mixture model of analyzed image regions. The 3-D fuzzy tumour model is generated using different MR modalities acquired during a single examination. The segmentation abilities of prototype system have been tested on a MR database consisting of 27 examinations composed of two different sequences each.
AB - In this paper, a new fuzzy model based algorithm for 3-D bone tumour segmentation in MR series is introduced. The presented segmentation procedure is based on a modified fuzzy connectedness method. The there required fuzzy affinity values are estimated using a fuzzy inference system, whose fuzzy membership functions are structured on the basis of gaussian mixture model of analyzed image regions. The 3-D fuzzy tumour model is generated using different MR modalities acquired during a single examination. The segmentation abilities of prototype system have been tested on a MR database consisting of 27 examinations composed of two different sequences each.
KW - Fuzzy Connectedness Analysis
KW - Fuzzy Interference System
KW - Gaussian Mixture Model
KW - Model based Analysis
UR - https://www.scopus.com/pages/publications/105002144666
U2 - 10.5220/0004498301850192
DO - 10.5220/0004498301850192
M3 - Conference contribution
AN - SCOPUS:105002144666
SN - 9789898565778
T3 - International Joint Conference on Computational Intelligence
SP - 185
EP - 192
BT - In Proceedings of the 5th International Joint Conference on Computational Intelligence, ECTA 2013
A2 - Rosa, Agostinho C.
A2 - Correia, António Dourado
A2 - Madani Correia, Kurosh
A2 - Filipe, Joaquim
A2 - Kacprzyk, Janusz
PB - Science and Technology Publications, Lda
T2 - 5th International Joint Conference on Computational Intelligence, ECTA 2013
Y2 - 20 September 2013 through 22 September 2013
ER -